Bibliography

Sources are grouped by confidence tier, following the book's citation-honesty policy (see any chapter's further-reading, or _style-bible.md). Tier 1 are works we are confident exist; Tier 2 are real ideas whose exact publication we have not pinned down; Tier 3 are constructed teaching examples, labeled where they appear.

Tier 1 — Verified canonical sources

• "The Commoditization of the Starbucks Experience" (internal memo, February 14, 2007; leaked and widely republished) — the primary document in Case Study 2, and a published example of an operating problem no reporting package could detect.
• Airline Deregulation Act of 1978 (United States) — the documented statutory origin of modern yield management, which removed federal control of domestic fares and routes and produced the fenced-fare inventory systems that the discipline is built on. Referenced in §24.1 and §24.6 for the mechanism only.
• Alcohol to go and alcohol delivery. Most U.S. states authorized or expanded off-premise sale of alcohol by restaurants during the 2020 emergency, and a substantial number subsequently made some version permanent — frequently with conditions such as sealed containers, an accompanying food purchase, ID verification at handoff, and quantity limits. Terms vary enormously by state and locality. §28.7 treats this as a verify-locally question and connects the dram-shop exposure to Chapter 8.
• American Red Cross and American Heart Association — choking response, first aid, and CPR certification.
• Americans with Disabilities Act (ADA) and the ADA Standards for Accessible Design — accessible seating must be available across comparable times and price points; referenced in the §24.6 compliance callout as a constraint on tiered pricing and seating schemes.
• Americans with Disabilities Act (ADA). Referenced in further-reading.md for website and online-ordering accessibility, an area of substantial litigation. Chapter 8 owns the physical-premises substance.
• Apple Business Connect — free business-listing management feeding Apple Maps and related surfaces.
• Auguste Escoffier, Le Guide Culinaire (1903), and the brigade de cuisine — the documented origin of the modern station system. Cited in Case Study 1 as operations engineering: parallel production, station scoping by technique, and the aboyeur as the ancestor of the expediter.
• Bing Places for Business — free business-listing management.
• Bureau of Labor Statistics — cited as the institution for regional occupational wage data when deriving a defensible loaded labor rate in place of this chapter's illustrative \$19/hour.
• Bureau of Labor Statistics — Job Openings and Labor Turnover series for accommodation and food services; the underlying source for any honest turnover figure.
• California's 2024 hidden-fee legislation and the restaurant industry's response to it — the most publicized U.S. instance of mandatory-fee disclosure regulation. Cited as an example of a live, jurisdiction-specific area of law, not as a general rule.
• CAN-SPAM Act of 2003 and the FTC's implementing rule — accurate header and sender information, non-deceptive subject lines, identification of commercial email where applicable, a valid physical postal address, a clear opt-out mechanism honored promptly (the statutory window commonly described as ten business days), and the prohibition on selling or transferring the addresses of people who opted out. Penalties are assessed per message. Basis of §27.5's email compliance callout.
• Carrier and aggregator requirements for application-to-person messaging (campaign registration, content restrictions, throughput rules) — contractual rather than statutory, and enforced by message blocking rather than by penalty. Noted as such in §27.5.
• CDC/FDA foodborne illness risk factors — food from unsafe sources, inadequate cooking, improper holding temperatures, contaminated equipment, poor personal hygiene.
• Centers for Disease Control and Prevention (CDC) — foodborne outbreak surveillance and investigation reports; pathogen fact sheets for norovirus, hepatitis A, Shigella, STEC, Salmonella, Listeria, Campylobacter, Clostridium perfringens, Bacillus cereus, Vibrio.
• Chipotle Mexican Grill, 2015 foodborne illness incidents — norovirus (Simi Valley, California, August 2015); Salmonella Newport linked in investigation to tomatoes (Minnesota); E. coli O26 across multiple states, vehicle not conclusively identified in the public record; norovirus (Boston, December 2015). Company-wide closure for a food-safety meeting, February 2016. April 2020 deferred prosecution agreement with the U.S. Department of Justice and \$25 million payment resolving charges under the Federal Food, Drug, and Cosmetic Act tied to 2015–2018 incidents. Public record; used in case study 2.
• Chipotle Mexican Grill, 2015–2018 (Case Study 18.1) — CDC outbreak investigation announcements (Salmonella in Minnesota, multi-state E. coli O26, norovirus incidents in California and Massachusetts); the company's public statements and filings; the nationwide restaurant closure for a company-wide food-safety meeting on February 8, 2016; the 2018 norovirus incident in Ohio; and the U.S. Department of Justice's publicly announced 2020 deferred-prosecution agreement and \$25 million criminal fine covering outbreaks from 2015 to 2018.
• Consumer Review Fairness Act of 2016 — restricts form-contract provisions that penalize consumers for honest reviews. Cited in §27.3.
• Cornell Center for Hospitality Research — the institution through which much of the restaurant revenue-management literature has been published, and the general reference for readers who want the primary academic work rather than a practitioner summary.
• COVID-19 shutdowns and the 2020 reopening as the context for the USHG reversal.
• Credit CARD Act of 2009, gift-card provisions — federal restrictions on expiration dates and on dormancy, inactivity, and service fees for store gift cards and gift certificates. Many states are stricter and several prohibit expiration entirely. Basis of §27.7's gift-card compliance callout.
• Danny Meyer, Setting the Table — cited as the counterweight to this chapter's demand-side framing; the source of the book's third theme, which §24.5 (pacing versus pushing) and §24.6 (the fairness constraint) both lean on.
• Danny Meyer, Setting the Table. Cited as the source of the service-versus-hospitality distinction that underwrites §26.5's over-the-shoulder test for guest notes and §26.7's positions on tip-prompt design.
• Danny Meyer, Setting the Table. Included as the counterweight to a cost-control chapter; the argument behind §13.8's 86-versus-over-production discussion.
• Danny Meyer, Setting the Table. Reference-structure title; also the necessary background for Case Study 2, whose subject is the author's own operating group.
• Delivery-commission-cap ordinances passed by a number of U.S. cities beginning in 2020 — some temporary, some made permanent, several litigated. A rare public record of a restaurant channel's unit economics being argued in legislative chambers.
• Delivery-driver classification. Whether app-based delivery drivers are employees or independent contractors has been litigated and legislated repeatedly in the United States; California AB 5 (2019) and Proposition 22 (2020) are the most heavily documented instances, and several other states have acted. Referenced in §28.9 as a category; no outcome is asserted as settled.
• DoorDash, Uber Eats, and Grubhub — real third-party food-delivery marketplaces operating in the United States, named in §28.1 and §28.4 as the platforms an American operator will actually encounter. No financial figure, commission rate, market share, contract term, or business practice is attributed to any of them anywhere in this chapter. They are named only as examples of the category.
• E-Verify — voluntary under federal law, mandatory in several states and for certain contractors. §20.9.
• EEOC Select Task Force on the Study of Harassment in the Workplace (2016) — the workplace risk-factor framework (power disparities, young workforces, decentralized worksites, presence of alcohol, customer-service and client-driven environments). Cited in §20.8 for the risk-factor list only.
• Expanded polystyrene foam service-ware restrictions. A growing number of U.S. states, counties, and cities restrict or ban EPS foam food containers; Maine's 2019 statewide ban was the first of its kind. Coverage, exemptions, and effective dates vary widely.
• Fair Labor Standards Act (FLSA) and U.S. Department of Labor tip guidance. Cited in §26.1 and §26.7 for the fact that charged tips, declared tips, and tip-pool distributions produced by the POS are wage-and-hour records. The substance belongs entirely to Chapter 20 and is deferred to.
• Fair Labor Standards Act (FLSA) — governs the treatment of mandatory service charges relative to tips, tip pooling, and the regular-rate calculation for overtime. Referenced in the §24.6 compliance callout; the wage substance belongs to Chapter 20.
• Fair Labor Standards Act and state wage-and-hour law, including expense- and mileage-reimbursement obligations where a restaurant employs its own delivery drivers. Cross-referenced to Chapter 20, which owns the framework.
• FASTER Act of 2021 — added sesame as the ninth major food allergen recognized in U.S. labeling law, effective January 1, 2023. The nine: milk, eggs, fish, crustacean shellfish, tree nuts, peanuts, wheat, soybeans, sesame.
• FDA Food Code Annexes, in particular the annex on achieving active managerial control of the foodborne-illness risk factors, which contains the process approach (Process 1: no cook step; Process 2: same-day service; Process 3: complex food preparation) used in §25.5.
• FDA Food Code (U.S. Food and Drug Administration) — the model code underlying every temperature, holding, cooling, reheating, date-marking, storage-order, sanitizer, employee-health, person-in-charge, and imminent-health-hazard framing in this chapter. Explicitly a model; states, counties, and cities adopt versions of it on their own schedules with their own amendments.
• FDA Food Code (U.S. Food and Drug Administration) — the model code underlying §28.7's temperature framing: cold holding at or below 41°F, hot holding at or above 135°F, poultry cooked to 165°F, and the temperature danger zone between. Explicitly a model; states, counties, and cities adopt versions of it on their own schedules with their own amendments.
• FDA Food Code (U.S. Food and Drug Administration, revised periodically). Source for the cold-holding standard (41°F or below), storage order by required minimum cooking temperature, date marking of ready-to-eat foods held beyond 24 hours, and receiving criteria. States and localities adopt versions on their own schedules; read the adopted version, not the newest. Full treatment in Chapter 25.
• FDA Food Code provisions specifically relied on: cooking temperatures for raw animal foods; non-continuous cooking of raw animal foods; reheating for hot holding; cooling and cooling methods; hot and cold holding; time as a public health control; date marking; separation and storage order; preventing contamination from hands; chemical sanitization concentration, temperature, pH and hardness; sanitizing-solution testing devices; temperature measuring devices; certified food protection manager; employee reporting, exclusion and restriction; clean-up of vomiting and diarrheal events; shellstock tag retention; consumer advisory; ceasing operations and reporting an imminent health hazard.
• FDA Food Code — the federal model code adopted in varying versions by states, counties, and cities. Cited for the framework governing par cooking: cooking temperatures (poultry 165°F), the temperature danger zone, two-stage cooling of cooked foods, cold holding at or below 41°F, hot holding at or above 135°F, and reheating requirements. Local adoption varies and must be verified.
• FDA Food Code — the model code that states and localities adopt versions of; referenced for the certification framework and the jurisdiction caveat.
• FDA Food Code, and the fact that states and localities adopt versions of it. Relevant to §35.7 because a second unit or a catering endorsement means a second health-department file, a second set of certified managers, and a second inspection history, none of which transfer.
• Federal and state securities law generally — offers and sales of securities must be registered or fit an exemption, and state "blue sky" laws apply in addition to federal rules. The structural point is stable; the exemptions and their conditions require a securities attorney.
• Federal income-tax credit for the employer share of FICA taxes paid on tips above the minimum-wage level (commonly, the "FICA tip credit"). Named descriptively; no section number cited. §20.3, §20.4.
• Federal Trade Commission — Guides Concerning the Use of Endorsements and Testimonials in Advertising (16 CFR Part 255) — the requirement that a material connection between an endorser and a marketer be clearly and conspicuously disclosed. The basis for §27.6's comp and influencer policy and §27.3's compliance callout.
• Federal Trade Commission — Rule on the Use of Consumer Reviews and Testimonials (16 CFR Part 465) — addresses fake and deceptive consumer reviews and testimonials, including reviews written by insiders. Referenced in §27.3 without a penalty figure.
• Federal Trade Commission, the Franchise Rule (16 C.F.R. Part 436). Governs franchise disclosure obligations in the United States and classifies an arrangement by what it does — trademark license, significant control or assistance, required payment — rather than by the title on the document. Central to §35.7's treatment of licensing. Several states impose additional registration requirements.
• Food Allergen Labeling and Consumer Protection Act (FALCPA), as amended by the FASTER Act of 2021, which made sesame the ninth major U.S. food allergen effective January 1, 2023. Governs packaged-food labeling; restaurant obligations are set by state and local law.
• Foodservice Management Professional (FMP) credential (National Restaurant Association) — the industry's management credential, referenced as a real certification without invented pass rates or costs.
• Foodservice Management Professional (FMP), the industry educational foundation's management credential. Named as real in §40.3; eligibility, exam structure, and cost deliberately not stated, with readers directed to the issuing body.
• Google Business Profile (Google LLC) — the free, business-claimed listing underlying all of §27.2: name and category rules, address and map pin, hours and special hours, website/menu/ reservation links, attributes, photos, questions and answers, posts, messaging, and the free monthly performance summary whose structure Figure 27.2 reproduces. Google's guidelines for representing a business — including the prohibition on keyword-stuffed names and the suspension / reinstatement process — are the operative document. Product names and feature sets change; verify current help documentation.
• Google's public statement of local ranking factors — that local results are determined principally by relevance, distance, and prominence. This is stated by Google itself and is the only ranking claim made anywhere in this chapter. The weightings and everything beyond these three factors are proprietary and undisclosed (see Tier 2).
• H.G. Parsa and colleagues (published through Cornell) on restaurant failure rates — invoked only via Chapter 1's framing: roughly a quarter fail in year one, close to six in ten by year three. The 90% figure is folklore.
• HACCP (Hazard Analysis and Critical Control Points) — the recognized food-safety framework of hazard analysis, critical control points, critical limits, monitoring, corrective action, verification, and records. Cited as the structure a par-cook program must sit inside.
• HACCP — the seven principles, as codified through the National Advisory Committee on Microbiological Criteria for Foods and reflected in FDA and USDA guidance.
• In re Payment Card Interchange Fee and Merchant Discount Antitrust Litigation (multidistrict litigation, U.S. District Court for the Eastern District of New York). Public docket. Basis of Case Study 26.2: a long-running merchant antitrust action against Visa and Mastercard that produced a large damages settlement and, separately, repeated attempts to settle the network rules, the most recent of which the court declined to approve in 2024. No settlement dollar figure is asserted in the chapter text, and the presiding judge is referred to by role rather than by name.
• Jack in the Box, January 1993, E. coli O157:H7 outbreak — Washington, Idaho, California, Nevada; four child deaths; hundreds sickened (the figure most often reported publicly is more than seven hundred). Public record; used in §25.5 and case study 1 with public facts only.
• Joe's Crab Shack / Ignite Restaurant Group — no-tipping test begun 2015, reversed 2016. Public record. Case Study 20.2.
• Marketplace facilitator sales-tax laws. Following South Dakota v. Wayfair (2018), the great majority of U.S. states enacted laws making marketplace facilitators responsible for collecting and remitting sales tax on facilitated sales. Whether and how these apply to restaurant delivery platforms varies by state and materially changes what a restaurant owes, reports, and reconciles. Cross-referenced to Chapter 31.
• Massachusetts Food Allergy Awareness Act — the best-documented state-level restaurant allergen-awareness requirement; cited as an example, not as a complete list.
• Massachusetts' 1984 prohibition on happy-hour drink discounting — long-standing documented state restriction on alcohol promotion; cited in §24.6 and Case Study 24.2 as evidence that discounting is regulated too and varies by state.
• Municipal and state third-party delivery commission-cap ordinances, enacted from 2020 onward and in several jurisdictions made permanent. Referenced in Case Study 1; detail carried from Chapter 28.
• Municipal delivery-commission caps, 2020. Several U.S. cities capped the commissions third-party delivery platforms could charge restaurants during the emergency. New York City, San Francisco, and Seattle are the three named in §28.9 and all three are matters of public record; a substantial number of other U.S. cities and counties adopted comparable measures. The common shape was a cap of about 15% for delivery services, with a small number of additional percentage points permitted for other services such as marketing or payment processing. Most were emergency measures tied to the state of emergency; some cities subsequently made their caps permanent, and at least one permanent cap drew litigation from the platforms, who argued the caps were unconstitutional interference in private contracts. The specifics — what counts as "delivery," what counts as "other services," whether pickup is covered, and the penalty — differed city by city. The chapter says so, and tells the reader to read the ordinance rather than any summary, including its own.
• National Restaurant Association and state restaurant associations. Named as institutions and as the practical route for an independent operator to track surcharging law and interchange legislation.
• National Restaurant Association — as an institution and as the publisher of the above.
• National Restaurant Association — industry association research, operations reporting, and ServSafe training programs. Treat association-published figures as advocacy-adjacent and cross-check anything load-bearing.
• Occupational Safety and Health Act of 1970 and the Occupational Safety and Health Administration (OSHA), U.S. Department of Labor — the General Duty Clause; the Hazard Communication Standard (Safety Data Sheets, labeling, written program, training); severe-injury reporting (fatality within 8 hours; in-patient hospitalization, amputation, or loss of an eye within 24 hours); the partially exempt industries list, which includes NAICS 722, food services and drinking places; anti-retaliation protections; and OSHA's injury cost-estimating tool with its indirect-cost multipliers. Roughly half the states operate their own OSHA-approved plans.
• PCI Security Standards Council and the Payment Card Industry Data Security Standard (PCI DSS). Cited in the §26.7 compliance callout for the structure of the obligation — that it is contractual rather than statutory, that it is discharged through an annual self-assessment questionnaire whose form depends on how cards are captured, and that processors commonly charge both a monthly program fee and a non-compliance fee.
• Revenue recognition for gift cards — cash received on the sale of a gift card is a liability (a contract liability) until redemption, not revenue. The accounting point in §27.7 and in the worked solution to Exercise 27.15.
• ServSafe / certified food-protection manager credential — National Restaurant Association training and certification, widely accepted for the manager-certification requirement most jurisdictions impose. Cited as the credential required to design a par-cook program.
• ServSafe / National Restaurant Association Educational Foundation. Standard American food-safety certification; its receiving and storage modules map onto §13.4 and §13.5. Manager certification is a legal requirement in many jurisdictions.
• ServSafe (National Restaurant Association) — ServSafe Manager (certified food protection manager credential), ServSafe Food Handler, ServSafe Allergens, ServSafe Alcohol. Named in the book's reference structure as a Tier-1 institution.
• ServSafe, administered through the National Restaurant Association's educational arm — Manager certification and Food Handler course; the industry-standard credentials, with other nationally accredited programs also available.
• Sheryl E. Kimes and colleagues, Cornell University School of Hotel Administration — the body of published research that translated yield management from aviation and hotels into foodservice and introduced RevPASH (revenue per available seat-hour) as the field's core metric, along with the two-lever framework of duration and price. Cited as the origin of the metric and the framework used throughout §24.2, §24.5, and §24.6. No specific numerical finding is attributed.
• Single-use foodware accessories provided only on request. California AB 1276 (2021) is the best-documented state-level requirement that utensils, straws, and condiment packets be supplied only on a customer's request; several cities have comparable ordinances. Referenced in §28.7's utensils callout.
• Starbucks, April–May 2018 (Case Study 18.2) — the April 12, 2018 Philadelphia arrests and subsequent public apology and settlements; the closure of more than 8,000 company-operated U.S. stores on May 29, 2018 for racial-bias training for approximately 175,000 employees; and the May 2018 policy change permitting anyone to use stores and restrooms regardless of purchase. Contemporaneous major-outlet reporting and the company's own public statements.
• State anti-SLAPP statutes — a large number of U.S. states have laws limiting suits that target protected public statements. Scope, procedure, and availability vary enormously; §27.3 says only that "several states have laws limiting suits that target public statements," which is the defensible framing.
• State cottage-food laws. Nearly universal, and almost universally excluding acidified, refrigerated, and interstate products — which is what most restaurant signature items are. Verify the specific state list before assuming an exemption.
• State labor departments — cited generally for the fact that several states have no tip credit, several set higher minimum wages, and several apply stricter exemption tests than the federal ones.
• State laws requiring a written agreement before a third-party delivery platform may list a restaurant. California AB 2149 (2020) is the best-documented example; several other states have enacted comparable requirements. Referenced in §28.9's Code and Compliance callout as a category, with the instruction to verify locally.
• State unclaimed-property (escheat) law — governs gift-card balances that are never redeemed. Treatment differs enormously by state, including states that exempt gift cards; no state is named in the chapter.
• State, county, and municipal health department regulations, inspection forms, and plan-review guidance. Every jurisdiction publishes these. The inspection form is the operative checklist for §13.5's storage material.
• Telephone Consumer Protection Act (TCPA), 47 U.S.C. § 227, and the FCC rules under it — generally requiring prior express written consent for marketing text messages, with clear disclosure of what the consumer is agreeing to, and requiring that revocation (STOP) be honored. Statutory damages are per message. Several states operate their own analogous statutes with private rights of action. Basis of §27.5's SMS compliance callout.
• The 2018 amendment to the FLSA's tip provisions — barring employers, managers, and supervisors from keeping employees' tips, and permitting employers that do not take a tip credit to include traditionally non-tipped employees in a tip pool. Central to Case Study 2. Related Department of Labor regulations have been revisited more than once since; readers directed to verify current federal and state rules.
• The 2018 federal tip provisions — the March 2018 statutory amendment to the FLSA prohibiting employers, managers, and supervisors from keeping employees' tips for any purpose regardless of whether a tip credit is taken, and permitting mandatory tip pools that include traditionally non-tipped employees where the employer takes no tip credit. Basis of §20.3 and Case Study 20.1.
• The Alinea Group's ticketed-dining model (Next, Chicago, opened April 2011) and the Tock platform (launched mid-2010s; acquired by Squarespace, 2021) — public record on prepaid reservations, variable pricing by slot, and the elimination of no-shows. Basis of Case Study 24.1. Founders' statements about no-show magnitudes are treated as public claims, not as audited findings.
• The card networks' reduction of the maximum permitted credit-card surcharge from 4% to 3% (2023). Publicly reported network rule change; cited in §26.7 with the instruction that the cap has moved before and must be verified with the reader's acquirer rather than with a book.
• The COVID-19 dining-room closure orders (March 2020) and the delivery-commission-cap ordinances that followed. Well-documented public record and expressly permitted as a Tier-1 reference by the style bible. Basis of Case Study 26.1. Cities named (New York, San Francisco, Seattle, Chicago, Los Angeles, Washington D.C., Philadelphia) are named as having passed caps, commonly at 15% for the delivery portion, with several later extended or made permanent. No commission figure, market share, or platform financial is asserted — the economics are handed to Chapter 28.
• The COVID-19 dining-room closures and the off-premise shift (2020 onward) — documented public record: US jurisdictions ordered dining rooms closed beginning March 2020, takeout and delivery generally remained permitted, and off-premise volume did not return to its prior share after reopening. Cited in Case Study 2 for the kitchen-operations consequences only; the commercial economics belong to Chapter 28.
• The COVID-19 pandemic and the 2020 closure of U.S. dining rooms by public order — among the most thoroughly documented events in the industry's history, and the pivot point in §28.1's account of how off-premise became structural. Public record.
• The Credit Card Competition Act (bipartisan bill first introduced 2022, reintroduced since; not enacted). Described in Case Study 26.2 as a pending legislative proposal that would require the largest credit issuers to enable an additional credit-routing network. Its status is explicitly stated as unresolved.
• The Durbin Amendment to the Dodd-Frank Wall Street Reform and Consumer Protection Act (2010), and the Federal Reserve's Regulation II implementing it. Public record. Cited in §26.7 and in Case Study 26.2 for three things: that the debit-interchange cap applies only to issuers holding \$10 billion or more in assets; that the cap as adopted (effective October 1, 2011) was 21 cents plus 0.05% of the transaction, with a one-cent fraud-prevention adjustment for eligible issuers, and that the Board has since proposed a revision that remains contested; and that the statute expressly preserves a merchant's right to offer discounts for cash and to set a minimum (up to \$10) for credit-card transactions. No effect size is asserted.
• The EMV chip-card liability shift in the United States (October 2015). Documented industry change; cited in §26.7 for the mechanism only — liability for certain counterfeit-card fraud shifted to whichever party has the less secure technology.
• The JOBS Act of 2012 and the U.S. Securities and Exchange Commission's Regulation Crowdfunding regime — the federal framework permitting securities offerings to the general public through registered funding portals, with prescribed disclosure and ongoing reporting. Basis for Case Study 2's equity-crowdfunding discussion.
• The National Restaurant Association — industry research and operating benchmarks.
• The Paycheck Protection Program (CARES Act, 2020) and the Restaurant Revitalization Fund (American Rescue Plan Act, 2021). Referenced in Case Study 26.1 only as part of the public record of the period, with the observation that neither addressed cost structure. No amounts asserted.
• The U.S. Bureau of Labor Statistics — free establishment-survival, employment, and wage data for the accommodation and food services sector; useful for defending a plan assumption with something other than conviction.
• TIPS (Training for Intervention ProcedureS) — long-established third-party responsible-alcohol-service training program; acceptance for state requirements varies and must be verified.
• Title VII of the Civil Rights Act of 1964 — prohibition on employment discrimination based on race, color, religion, sex, and national origin; coverage at fifteen or more employees. §20.8.
• U.S. Bureau of Labor Statistics — Occupational Outlook Handbook (chefs and head cooks; cooks; food service managers; bartenders), Occupational Employment and Wage Statistics, and JOLTS for accommodation and food services. Named in Further Reading as the correct source for wage and employment figures; the chapter deliberately publishes no salary survey numbers of its own.
• U.S. Equal Employment Opportunity Commission (EEOC) — harassment guidance, the charge process, and small-business resources.
• U.S. Federal Trade Commission, challenge to Sysco Corporation's proposed acquisition of US Foods (administrative complaint and preliminary-injunction action, 2015); preliminary injunction granted by the U.S. District Court for the District of Columbia, June 23, 2015; transaction abandoned days later; US Foods listed publicly in 2016. Public record. Basis of Case Study 1.
• U.S. Food and Drug Administration — food-facility registration, food labeling and nutrition-facts requirements, and the regulation of acidified and low-acid canned foods. The framework a restaurant sauce enters when it becomes a shelf-stable retail jar. Requires process-authority review and filed processes; a restaurant kitchen is frequently not a lawful production site.
• Union Square Hospitality Group / Danny Meyer, "Hospitality Included" — announced October 2015, rolled out beginning with The Modern, tipping restored July 2020. Public company announcements. Case Study 20.2.
• USDA designation of E. coli O157:H7 as an adulterant in raw ground beef (1994).
• USDA Food Safety and Inspection Service — poultry grading, "young chicken" classification, and the requirement that retained water from immersion chilling be declared on the label. Source for the vocabulary in the §13.2 poultry spec.
• USDA Pathogen Reduction/HACCP rule (1996) — required HACCP systems in federally inspected meat and poultry establishments; the regulatory landmark following the 1993 outbreak.
• Visa and Mastercard published U.S. interchange rate schedules. Referenced in §26.7 and in further-reading.md as the authoritative public source for interchange, and as the reason the chapter's own rate table is labeled illustrative. No specific published rate is quoted.
• Wendy's February 2024 earnings-call remarks on digital menu boards and dynamic-pricing testing, the ensuing press coverage, and the company's public clarification of February 27, 2024 — public record. Basis of Case Study 24.2. No financial figures attributed beyond what was publicly reported.
• Yelp — the company's publicly stated position discouraging the solicitation of reviews, and the operation of its recommendation software, which filters reviews it judges unnatural. Also the claimed-business-page and business-response features. Cited in §27.3 for the contrast with Google's posture.
• Granholm v. Heald, United States Supreme Court (2005) — held that states may not permit in-state wineries to ship directly to consumers while denying the same channel to out-of-state wineries. Frequently misread as opening direct purchasing for restaurants; it did not. Used in Case Study 16.1.
• Levitt v. Yelp! Inc., 765 F.3d 1123 (9th Cir. 2014) — businesses have no pre-existing right to positive reviews or to any particular display of them; extortion claims against the platform dismissed. Central to Case Study 2.
• Tennessee Wine and Spirits Retailers Association v. Thomas, United States Supreme Court (2019) — addressed a durational-residency requirement for retail liquor licenses at the third tier. Used in Case Study 16.1 to mark the boundary of 21st Amendment protection for state alcohol regimes.
• Alcohol and Tobacco Tax and Trade Bureau (TTB), U.S. Department of the Treasury — the federal layer governing alcohol production, labeling, and advertising, beneath which state authority operates.
• Americans with Disabilities Act (ADA) — accessible routes through a dining room, dispersed accessible seating, counter and bar height, and reservation systems that permit an accessible-seating request. Named in the further-reading file as the compliance framework the host stand actually executes, table by table. Chapter 8 owns the framework. Federal requirement interacting with state and local building codes; verify locally.
• Americans with Disabilities Act (ADA) — applies building by building; compliance does not travel with a brand to a second location.
• Americans with Disabilities Act (ADA) — relevant to a host restaurant's premises during a pop-up and to online ordering.
• Amos Tversky and Daniel Kahneman's work on anchoring and adjustment, and the judgment-and-decision-making literature it founded — canonical and widely replicated; the genuine basis for the psychological half of price anchoring in §10.6 and §10.7. What it does not establish is the magnitude of the effect on a restaurant menu in a real dining room, and the chapter says so.
• ASCAP, BMI, SESAC, and GMR — the principal U.S. performing rights organizations; each publishes restaurant and bar licensing structures keyed to occupancy, hours, live music, dancing, and admission charges. A consumer streaming subscription generally does not convey public performance rights.
• Association of Certified Fraud Examiners (ACFE) and its recurring occupational-fraud research — a real professional body publishing real research; valuable for its taxonomy of asset misappropriation, corruption, and financial statement fraud. Read the methodology first: the sample is built from cases submitted by certified fraud examiners who investigated them, which makes it a sample of detected, investigated, reported fraud, not a base rate for independent restaurants.
• Bill Emerson Good Samaritan Food Donation Act. Federal liability protection for good-faith donations of apparently wholesome food to nonprofit organizations; strengthened by subsequent federal legislation. Does not override food-safety requirements.
• Broadway previews as a documented theatrical institution — preview performances sold and advertised as previews, changed during the run, followed by a stated opening night after which critics review. Public, uncontested, and the subject of Case Study 1.
• Brown and Rowe, The Restaurant Manager's Handbook. Reference treatment of menu analysis and running the matrix from point-of-sale data.
• Bureau of Labor Statistics — Business Employment Dynamics: establishment birth, death, and survival data including accommodation and food services. Distinguish BLS "establishment death" from the restaurant-failure literature's "closure or change of ownership."
• Bureau of Labor Statistics — occupational data for hosts, servers, and bartenders. Referenced for the staffing-structure discussion in §22.2; Chapters 19 and 20 use it substantively.
• Bureau of Labor Statistics — restaurant employment and wage series, used to build a defensible blended hourly rate.
• Bureau of Labor Statistics — wage data underlying the labor component of the staff-tasting cost in §16.7.
• California SB 1383 (short-lived climate pollutants; organic waste diversion and edible food recovery). The collection-and-subscription mandate model, with a separate edible-food-recovery obligation on defined tiers of commercial generators. Thresholds and phase-in dates have changed; consult current text.
• Chicago's 2012 mobile-food ordinance — permitted on-board cooking while imposing a 200-foot restriction from brick-and-mortar restaurants and a location-tracking requirement; challenged in LMP Services, Inc. v. City of Chicago and upheld by the Illinois Supreme Court in 2019. Verify current status before relying on it.
• Chipotle Mexican Grill and Starbucks Corporation public statements and reported quarterly and annual results, 2007–2008 and 2015–2016 — the source for comparable-store sales figures cited in both case studies; specific figures are approximate as presented here and precise numbers appear in the companies' filings.
• Commercial trade-area and location-analytics services (the category includes offerings from firms such as Esri and Placer.ai, among others) — drive-time polygons, daytime-population estimates, and mobile-derived foot-traffic counts; frequently available at no cost through a broker or a Small Business Development Center.
• Consolidated Omnibus Budget Reconciliation Act (COBRA) health-coverage continuation, administered by the U.S. Department of Labor — generally applicable to employers of 20 or more employees, with many states operating continuation rules for smaller employers. Notices are required and deadline-bound.
• Consumer Review Fairness Act of 2016, 15 U.S.C. § 45b — voids form-contract provisions restricting consumer reviews and prohibits offering them. Cited in §23.6 and Case Study 2.
• COSO, Internal Control—Integrated Framework — first published 1992, updated 2013; the reference definition of internal control in American practice. Its components (control environment, risk assessment, control activities, information and communication, monitoring) are the source of the authorize / record / custody / reconcile structure in §34.1.
• Court of Master Sommeliers — Introductory, Certified, Advanced, and Master Sommelier levels. Named in §16.7 as a real credentialing body.
• COVID-19 dining-room closure orders, March 2020 — state and local public records; the natural experiment in restaurant operating leverage analyzed in Case Study 1.
• COVID-19 emergency alcohol-to-go measures, 2020 onward. Documented public record: temporary state and local orders permitting off-premise sale of prepared cocktails; commonly attached conditions (tamper-evident containers, accompanying food purchase, volume caps, delivery and age-verification restrictions); and the subsequent state-by-state decisions on permanence. Used as the anchor for Case Study 1. Permanence outcomes differ by state and have been revisited since — verify current rules directly with the state authority.
• COVID-19 restaurant shutdowns and the 2020 reopening period — used as documented public context in Case Study 1.
• Danny Meyer, Setting the Table (2006) — the service/hospitality distinction underpinning §18.1 and §18.4, and the argument for hiring disposition and training skill.
• Danny Meyer, Setting the Table — hospitality as a business model rather than a soft skill; the argument underlying §16.7.
• Danny Meyer, Setting the Table — operating with almost no cushion while making decisions that only make sense over a ten-year horizon; the comp decision as both a cash and a revenue-model decision (§33.7).
• Danny Meyer, Setting the Table — read against §36.7's hospitality argument and §36.9's managed-growth alternative: a considered account of building multiple restaurants under common values without franchising them, and honest about what does and does not travel between rooms.
• Danny Meyer, Setting the Table — the argument that a restaurant's product is the guest's experience of an occasion rather than the plate; the basis for building personas from occasions in §2.2.
• Danny Meyer, Setting the Table — the argument underneath §29.9's Hospitality callout: the guests at somebody else's party are forming an impression of your restaurant, and that is a commercial fact.
• Danny Meyer, Setting the Table — the case that hospitality is a business strategy rather than a soft skill; the origin of the "second visit" argument.
• Danny Meyer, Setting the Table — the hospitality-as-strategy argument behind the §6.2 callout on how the physical envelope constrains the guest experience.
• Danny Meyer, Setting the Table — the principal published account of attempting to scale hospitality deliberately across units; the reference behind §37.3's "standardize the promise, not the sentence" and §37.8.
• Danny Meyer, Setting the Table. Read specifically for the expansion argument, which treats management capacity and culture rather than capital as the binding constraint on growth.
• Danny Meyer, Setting the Table. Source text for the hospitality argument in §15.1 regarding the bar as an experience asset rather than a waiting room.
• Danny Meyer, Setting the Table. Used in this chapter as the counterweight to §12.7 — the sustained argument that what a dish means to a guest is business value the matrix cannot record.
• Danny Meyer, Setting the Table: The Transforming Power of Hospitality in Business — the source for "enlightened hospitality," the employees-guests-community-suppliers-investors priority order, the hospitality quotient and its 51/49 framing, and "constant gentle pressure." Spine of Case Study 1.
• Delivery-commission-cap ordinances adopted by several U.S. cities during the COVID-19 emergency period — public record; evidence that marketplace take rates were treated as a threat to local restaurant survival.
• Dine Brands Global / Applebee's \$1 drink promotions, October 2017 onward. Public record and extensive national press coverage: the "Dollarita" and the recurring \$1 and \$2 "Neighborhood Drink of the Month" promotions, run as part of a publicly discussed value-and-traffic strategy during a period of declining comparable-store sales and announced closures. Unit-level contribution on the promotions was never publicly broken out. Used as the anchor for Case Study 2.
• Douglas Robert Brown and Elizabeth Godsmark Rowe, The Restaurant Manager's Handbook — the standing operational reference for working managers.
• Dram shop acts and dram shop liability as an American legal doctrine — real, long-standing, and genuinely fragmented: statutory regimes, common-law regimes, and limiting statutes coexist across the states, with variation in standard, plaintiff class, damages caps, limitations periods, individual server liability, social-host extension, and the legal effect of approved server training. Case Study 2 treats it at the doctrinal level only; no case, holding, or jurisdiction-specific standard is asserted.
• Dram shop liability — state statutory and common law under which a business, and in some states an individual server, may face civil liability for injuries caused by a guest served while visibly intoxicated or for service to a minor. No federal counterpart; standards, defenses, and caps vary enormously by state. Owned by Chapter 8.
• Electronic sales suppression ("zappers," phantom-ware) as a tax-administration category — OECD published work on it in the early 2010s; a number of US states have enacted statutes criminalizing the sale, possession, or use of automated sales-suppression devices, beginning in the early 2010s.
• EMV liability shift, United States, October 2015 — moved liability for certain counterfeit-card losses toward whichever party held the lesser technology; triggered the payment-hardware replacement cycle that carried modern point-of-sale software into many independent restaurants.
• Fair Labor Standards Act (FLSA) tip-credit and tip-pooling provisions — referenced only by hand-off to Chapter 20 in Case Study 1; no substantive treatment in this chapter.
• Fair Labor Standards Act (FLSA) — federal wage and hour law, including overtime and the tip credit where a state permits one; relevant in §37.2 and §37.7 to multi-jurisdiction handbook drafting and to punch-edit auditing.
• Fair Labor Standards Act (FLSA) — minimum wage, overtime, and recordkeeping, including in small-crew and residency arrangements where tip handling creates exposure.
• Fair Labor Standards Act (FLSA) — recordkeeping and payment-of-wages provisions; U.S. Department of Labor, Wage and Hour Division. Payroll is not a payable that can be ranked (§33.9).
• Fair Labor Standards Act (FLSA) — recordkeeping obligations and the treatment of unpaid work time; back wages generally recoverable with liquidated damages commonly permitted in an equal amount, a two-year lookback extending to three for willful violations, plus attorney's fees. State law is frequently more generous to the employee than federal law. Verify locally and use an employment attorney for anything consequential.
• Fair Labor Standards Act (FLSA), and the U.S. Department of Labor Wage and Hour Division — minimum wage, overtime, and recordkeeping. Note that final-pay timing is primarily state law; the Department maintains a state-by-state summary of final-paycheck rules as a starting point only.
• Fair Labor Standards Act (FLSA), exempt vs. non-exempt duties and salary tests — determines whether a salaried kitchen position is a clean fixed cost or a fixed cost plus overtime; federal thresholds have been revised more than once and several states impose stricter tests. Verify locally.
• Fair Labor Standards Act (FLSA), U.S. Department of Labor, Wage and Hour Division — fact sheets on hours worked, meeting and training time, and recordkeeping. Basis for §21.3's statement that mandatory pre-shift meetings are generally compensable hours worked and count toward overtime. Chapter 20 owns the framework.
• FDA Food Code (U.S. Food and Drug Administration) — the model code adopted in varying versions by states, counties, and cities; source for cold holding at or below 41°F, hot holding at or above 135°F, cooling requirements, employee health and exclusion, handwashing, and allergen awareness. Its distinction between items directly linked to foodborne illness and items that are not is the structural model for the critical-item design in §37.3.
• FDA Food Code and locally adopted versions — draft lines as food-contact surfaces, ice machines as food equipment, glassware washing and sanitizing. Owned by Chapter 25.
• FDA Food Code — allergen provisions and consumer advisory framing, as they bear on the SVC-4 tier of the recovery ladder and on guest-notes content (§23.4, §23.5). Adoption varies by state and locality.
• FDA Food Code — receiving-temperature verification (cold holding at or below 41°F, with local adoption varying); the joint product of the same twenty minutes at the delivery door that §34.7 prices as a financial control.
• FDA Food Code — referenced only indirectly here, via §36.5's note that health-and-safety failures typically carry very short cure periods in a franchise agreement. Local adoption varies.
• FDA Food Code — the framework behind every time-and-temperature, cross-contamination, warewashing, and sanitizer statement in this chapter; states and localities adopt versions of it. Applies unchanged to mobile and delivery-only formats.
• FDA Food Code, as adopted in varying versions by states and localities. Basis for the front-of-house compliance callout in §22.7: bar hand sinks, ice handling and scoop storage, glass-washer sanitization, ready-to-eat garnish handling, cold holding at or below 41°F in server-station reach-ins, and quat sanitizer typically 200–400 ppm verified with test strips. Chapter 25 works the framework; local adoption varies.
• Federal menu-labeling (calorie disclosure) rules, which attach to chain establishments at or above a threshold number of locations. Referenced structurally in §12.6 without asserting the threshold figure; readers directed to verify, including for state and local rules that reach further.
• Federal Trade Commission consumer guidance on buying a franchise — long-standing plain-language FTC material for prospective franchisees covering what the FDD contains, what the waiting period is for, what questions to ask, and which claims to distrust. Free and the best single starting document on the subject.
• Federal Trade Commission — Guides for the Use of Environmental Marketing Claims ("Green Guides"). Guidance on environmental marketing claims and expected substantiation for terms including "recyclable," "compostable," and "degradable."
• Federal Trade Commission — rules and business guidance on consumer reviews and testimonials (fake and AI-generated reviews, purchased positive or negative reviews, undisclosed insider reviews, company-controlled "independent" review sites, misrepresentation of review aggregates, and suppression through unfounded legal threats). Cited in §23.6 and Case Study 2. Note for the assembler: this area has changed recently; the Bibliography entry should point readers to current FTC business guidance rather than to a dated summary.
• Force majeure, impossibility/impracticability, and frustration of purpose as doctrines of American contract law — real, long-standing doctrines; the 2020–2022 commercial-lease disputes applied all three, with outcomes varying by state and by clause language. No specific case, holding, or jurisdiction is asserted in this chapter.
• Form I-9 employment-eligibility verification — a real federal requirement with a statutory completion window from the first day of work; §9.3 notes that an opening needs a system rather than a folder. Formally owned by Ch. 17.
• FTC Franchise Rule, 16 C.F.R. Part 436 — the federal trade regulation rule requiring pre-sale disclosure in franchise sales. Source of the twenty-three-item FDD structure, the fourteen-calendar-day furnishing requirement, the three-element definition of a franchise (trademark + significant control or assistance + required payment), and the rules governing financial performance representations. The FTC originally adopted a franchise disclosure rule at the end of the 1970s; the Rule was substantially amended in 2007 with compliance required from mid-2008, replacing the older Uniform Franchise Offering Circular format with the FDD. Requirements change; verify current text with counsel.
• Georges Auguste Escoffier, Le Guide Culinaire (1903). Primary document of the brigade de cuisine; read as an operations manual for §21.2.
• H. G. Parsa et al., research on restaurant failure rates published through Cornell — the empirical basis for the correction to the "90%" myth; note especially how the study defines failure to include change of ownership.
• H.G. Parsa and colleagues, published through Cornell — the peer-reviewed restaurant failure research: roughly one in four in year one, approaching six in ten by year three, with "failure" generally meaning closed or changed ownership. Cited to keep this chapter consistent with Chapter 1.
• H.G. Parsa and colleagues, restaurant failure research published through Cornell. Not used for a failure figure in this chapter; cited as the method for handling widely repeated statistics, per §7.1 of the style bible and Chapter 1.
• HACCP (Hazard Analysis and Critical Control Points) as a food-safety framework — the basis for §37.2's principle that where an outcome cannot be inspected, the process must be controlled and documented; also the mandatory framework once production is centralized (§37.5).
• HACCP as a hazard-analysis framework, applied to mobile and commissary operations.
• Highly pathogenic avian influenza (HPAI) outbreaks in United States commercial poultry, 2014–2015 and from 2022 onward, and the resulting egg-price spikes — documented public events; Waffle House's temporary per-egg surcharge announced in early 2025 and subsequently withdrawn was widely reported and company-confirmed.
• Howard Schultz, "The Commoditization of the Starbucks Experience," internal memo dated February 14, 2007; leaked and widely republished — the documented account of atmosphere eroding through individually correct efficiency decisions (automatic espresso machines, flavor-locked packaging, streamlined store design). Spine of Case Study 2.
• Howard Schultz, Onward (2011) — the founder's published account of the 2007–2008 Starbucks turnaround examined in Case Study 2; a participant's narrative and the primary published source for the period.
• Independent franchisee associations — franchisee-run bodies existing in many large systems; their existence or absence is a disclosure item in FDD Item 20. Incentive-aligned with a prospective buyer in a way the seller's materials are not.
• Institute of Masters of Wine — Master of Wine (MW). Named in §16.7.
• Internal Revenue Service guidance on employment taxes and the trust-fund recovery penalty — withheld income and employee-share payroll taxes are held in trust, and responsible individuals may be held personally liable for unremitted amounts regardless of the entity.
• Internal Revenue Service — Publication 15 (Circular E), Employer's Tax Guide: FICA, FUTA, withholding, and deposit obligations, including the capped per-employee wage bases that make unemployment insurance behave as a per-head cost.
• Internal Revenue Service — employment tax deposit schedules and the Trust Fund Recovery Penalty; the basis for personal liability of responsible persons for withheld payroll taxes (§33.2).
• International Franchise Association (IFA) — the principal U.S. franchise trade association. Genuine source on franchisor-side practice and on policy debates including joint employment; read knowing it is advocacy as well as information.
• IRS Form 8027, Employer's Annual Information Return of Tip Income and Allocated Tips — required of large food or beverage establishments, generally those where tipping is customary and where more than ten employees worked on a typical business day.
• IRS voluntary tip reporting agreement programs for the food and beverage industry — public program documentation; both Form 8027 and these programs rest on the establishment's own records. Tip rules change; verify current requirements.
• Joe's Crab Shack (Ignite Restaurant Group) no-tipping test — publicly tested across a set of locations in 2015, publicly abandoned in 2016.
• Kogi Korean BBQ, Los Angeles, launched late 2008 — chef Roy Choi's Korean-Mexican truck, its use of Twitter to broadcast locations, and its widely credited role in launching the American gourmet food truck movement. Public record and press coverage; no financial figures for the business are public and none are asserted here.
• Laura Reiley, "Farm to Fable," Tampa Bay Times (April 2016). Published investigation verifying restaurant sourcing claims in one American metro area; the basis of Case Study 1.
• Local air-quality and fire authorities — jurisdictions vary in how they regulate commercial wood-burning cooking appliances; this is a first-week question for any live-fire concept (§2.3, §2.6).
• Local authorities as the operative sources for §30.2 and §30.7: county/city health department mobile food facility programs (plan review packet, commissary agreement form, equipment requirements, fee schedule); fire marshal (hood suppression certification, propane, generators); city clerk / business licensing (mobile vending license, proximity and no-vend rules, time limits, permit lotteries, per-municipality licensing); state revenue department (seller's permit and sales-tax registration).
• Local building departments, fire marshals, health authorities, and sewer authorities — free, public, jurisdiction-specific, and repeatedly named in the chapter as the only correct sources for occupant load, fixture counts, grease-interceptor sizing, and solid-fuel requirements.
• Local building departments, health authorities, and alcohol control boards — free, public, jurisdiction-specific, and the only sources that can state when an operator will actually be allowed to open.
• Local zoning ordinances, building departments, and health authorities — free, public, and jurisdiction-specific; the most valuable sources available to any reader, and the ones this chapter repeatedly tells them to consult.
• Michael L. Kasavana and Donald I. Smith, Menu Engineering: A Practical Guide to Menu Analysis (early 1980s). The origin of the framework and of the star / plowhorse / puzzle / dog vocabulary used throughout this chapter. Attributed by name and approximate period only; specific edition, pagination, and the precise original formulation of the popularity threshold are not asserted.
• Model mechanical and fire codes as a category — the fact that American jurisdictions adopt versions of model codes governing commercial kitchen ventilation and fire protection, and that solid-fuel cooking appliances are treated as a distinct category with additional exhaust, clearance, fire-protection, cleaning-access, and fuel-storage provisions. Real and widespread. No code section, exhaust rate, duct dimension, or clearance is asserted anywhere in this chapter — deliberately, and the chapter says why.
• Monterey Bay Aquarium Seafood Watch — published sourcing guidance (recommendations, not certification).
• Municipal and state predictive-scheduling ordinances — San Francisco, Seattle, New York City, Philadelphia, Chicago, and the state of Oregon among the earliest; advance-posting requirements and premium pay for schedule changes, which directly regulate the cut order, the call-in, and the on-call rotation.
• Municipal planning, zoning, and building departments — public records for use classifications, parking minimums, conditional-use conditions, hours and noise restrictions, sidewalk-café encroachment permits, and the residential permit pipeline; the cheapest and most consequential research in this chapter.
• Municipal third-party delivery commission cap ordinances, 2020 onward — New York City, San Francisco, Seattle, and Chicago among others; temporary caps generally in the mid-teens as a percentage of order value, several later made permanent in some form. A direct input to a restaurant's contribution margin ratio.
• National Restaurant Association and the U.S. Bureau of Labor Statistics as institutions, for industry-level context on off-premise sales and employment.
• National Restaurant Association — industry body; public source on beverage-alcohol policy, including its documented advocacy for permanent alcohol-to-go authority after 2020, and on industry operating benchmarks. Read its benchmark material as industry guidance, not peer-reviewed research.
• National Restaurant Association — industry data and state-by-state tracking of alcohol regulation, including post-2020 off-premise alcohol measures.
• National Restaurant Association — industry operating benchmarks and research (read with the awareness that a trade body has interests).
• National Restaurant Association — industry research, operating benchmarks, and the ServSafe and Foodservice Management Professional (FMP) credential programs.
• National Restaurant Association — industry sales and operations data as an institution; go to primary series rather than summaries.
• National Restaurant Association — workforce research, ServSafe (including ServSafe Workplace materials on harassment prevention), and the Foodservice Management Professional (FMP) credential.
• National Restaurant Association; U.S. Bureau of Labor Statistics — institutions cited for industry-level context and employment data, not for specific figures.
• North American Securities Administrators Association (NASAA) and state franchise administrators — the bodies administering franchise registration and disclosure in the registration states, and historically the coordinators of the standardized disclosure format. Which states require registration, and what each requires, has a current answer that changes.
• OpenTable — founded 1998; initial public offering 2009; acquired by The Priceline Group (now Booking Holdings) in 2014, widely reported at approximately \$2.6 billion. Case Study 1.
• OSHA and NIOSH occupational noise exposure limits — real, applicable to workers rather than diners, and relevant to any dining room living sustainably in the mid-eighties dBA and above.
• Paycheck Protection Program (2020) — public program documentation; loan forgiveness substantially conditioned on payroll spending, the design tension discussed in Case Study 1.
• Payment Card Industry Data Security Standard (PCI DSS), maintained by the PCI Security Standards Council (formed 2006) — a condition of accepting payment cards; requires unique identifiers for each person with system access and logging and monitoring of access to cardholder data and system components. Unique credentials are what make point-of-sale exception reports attributable to a person.
• Pennsylvania's quota system and the public auctions of expired restaurant licenses conducted by its Liquor Control Board following 2016 legislation, and New Jersey's population-based cap on consumption licenses with its recurring, publicized reform debates (including a significant 2023 push from the governor's office) — documented public record and the subject of Case Study 1. No transaction price, quota ratio, or statutory citation is asserted.
• Performing rights organizations in the United States — ASCAP, BMI, SESAC, and GMR — which license the public-performance rights of songwriters and publishers. Real organizations; a restaurant publicly performing music generally requires licensing, and consumer streaming subscriptions almost never convey commercial performance rights.
• Point-of-sale vendor technical documentation (generic). Cited as a source the reader must consult for how their own system treats comps, voids, modifiers, and the popularity threshold behind quadrant labels.
• Québec's mandatory sales recording module for restaurants — a government-certified device phased in around 2010–2011; the clearest documented case of a tax authority mandating a tamper-evident transaction log in restaurants specifically.
• Ray Oldenburg, The Great Good Place — origin of the "third place" concept: the informal public gathering space that is neither home nor work. Background for Case Study 2.
• ReFED — U.S. nonprofit publishing food-waste data, solution analysis, and foodservice implementation guidance.
• Restaurant Revitalization Fund (2021) — public program documentation; oversubscribed.
• Resy — founded 2014 by Ben Leventhal, Gary Vaynerchuk, and Michael Montero; acquired by American Express in 2019, terms not publicly disclosed. Case Study 1.
• Roger Fields, Restaurant Success by the Numbers — the clearest treatment of restaurant financial reality written for non-accountants; substantially independent corroboration of the prime-cost argument.
• Sarbanes-Oxley Act of 2002 — internal control over financial reporting for public companies; the regulatory origin of mature exception-reporting modules in enterprise restaurant software, which independent operators inherited. Independents are generally not subject to it.
• SBA 7(a) and 504 loan programs, and SBA district office / Small Business Development Center (SBDC) and SCORE resources for small-format budgets.
• Section 230 of the Communications Decency Act, 47 U.S.C. § 230 — platform immunity for third-party content. Cited in Case Study 2 Part 1.
• Securities regulation of investment offerings in the United States, at both federal and state level — the reason a projection shown to a private investor carries legal weight that a projection shown to a bank does not. Treated structurally in the §4.1 Code and Compliance callout; specifics vary and require counsel.
• Service charge vs. gratuity — legally distinct instruments with different tax, distribution, and disclosure treatment; rules vary by jurisdiction. See Ch. 20 §20.4.
• ServSafe (National Restaurant Association Educational Foundation) — food safety and alcohol-service training and certification; in a multi-unit context, the case for a centrally maintained certification register.
• ServSafe Alcohol and comparable state-approved responsible-alcohol-service certification programs. Mandatory in several states; a liability defense or insurance discount in several more. Training program owned by Chapter 18; certification by Chapter 25.
• ServSafe and equivalent food-handler / certified-food-protection-manager programs; requirements vary by jurisdiction.
• ServSafe and equivalent food-handler and manager certification programs — real, widely adopted, and subject to scheduling and result lead times; §9.3 places them in week −5. Formally owned by Ch. 18.
• Shake Shack — origin as a Madison Square Park cart (2004) and 2015 initial public offering; public record. Background in Case Study 1.
• Shake Shack's progression from a Madison Square Park cart and kiosk to a publicly traded company — public record, used to pose the question of which brand elements survive a change of service format.
• Sheena Iyengar and Mark Lepper's choice-overload research (the jam-tasting study), together with the substantial subsequent replication literature finding the effect smaller, context-dependent, and sometimes absent — cited in §10.6 as an example of a real finding that should be held at moderate confidence.
• Small Business Reorganization Act of 2019, creating Subchapter V of Chapter 11 bankruptcy — a streamlined reorganization path for smaller debtors. Eligibility limits have been adjusted by Congress over time; confirm the current threshold with counsel.
• Society of Wine Educators — Certified Specialist of Wine (CSW). Named in §16.7.
• State alcohol beverage control authorities and county/city health departments — the operative authorities for food-handler requirements, manager certification, responsible-service mandates, and dram-shop exposure. Requirements vary by state and county; several rows of Chapter 18's certification table differ within a single metropolitan area.
• State alcohol control authorities — free, public, and jurisdiction-specific. Most publish license types, fee schedules, application checklists, distance rules, and penalty schedules; several publish transfer records. The authoritative source for everything in §8.3.
• State alcohol-server training and certification programs — where mandated or credited, these cover wine service and not only the bar. Referenced in §16.7.
• State alcoholic beverage control authorities (variously Alcoholic Beverage Control, Liquor Control Board, Alcohol and Tobacco Commission, or Department of Revenue). The controlling source for license classes, service hours, discount and promotion restrictions, off-premise and delivery permissions, server-training mandates, and advertising rules. Varies by state and frequently by county or municipality; changes without notice.
• State and local health departments — temporary event permits, commissary requirements, and the fact that an establishment permit generally does not travel to an off-site event. Published at no cost and must be checked per jurisdiction, per event.
• State and local regulation of mandatory fees and surcharges in restaurants — an actively changing area; California enacted a broad price-disclosure law effective in 2024 and then amended it specifically to address restaurant service charges. Requirements vary by jurisdiction and must be verified locally.
• State departments of revenue — sales-tax collection, remittance schedules, and what the tax applies to. Whether a mandatory service charge is taxable varies by jurisdiction (see Chapters 20 and 29). The remittance schedule determines the timing collision Chapter 33 is built around.
• State dram shop statutes — real, state-specific, and applicable to wine service exactly as to bar service. Referenced in §16.7 and cross-referenced to Chapter 8.
• State franchise-relationship statutes — distinct from registration and disclosure; they govern termination, non-renewal, transfer, and encroachment after the sale. They exist in some states and not others, and can override contract terms. Jurisdiction-specific; a question for counsel.
• State labor departments and state workers' compensation authorities — state minimum and tipped wages, daily overtime thresholds where they exist, meal and rest break requirements, reporting-time pay, minor labor restrictions, and workers' compensation classification codes and rates. Varies enormously; several states have no tip credit at all.
• State revenue departments — sales tax as trust-fund money, filing frequency, remittance dates, and responsible-person liability. Jurisdiction-specific; the 7% rate used throughout is illustrative (§33.2, §33.5).
• The 2011 Department of Labor tip regulations and the subsequent division among federal courts over the Department's authority to restrict tip pooling where no tip credit is taken. Described as a circuit split without naming cases or holdings.
• The COVID-19 dining-room closures and restrictions of spring 2020 and the subsequent multi-year restaffing of the American restaurant industry — public record and extensively documented in general and trade press.
• The COVID-19 shutdowns and the resulting permanent shift toward off-premise sales; documented public record and the basis of Case Study 35.1.
• The December 2017 Department of Labor proposed rule on tip regulations, and the public and press response to it, as the immediate antecedent of the 2018 amendments. Described structurally in Case Study 20.1; no comment counts or economic estimates quoted.
• The Fair Labor Standards Act (FLSA) and its implementing regulations: minimum wage, overtime at one and a half times the regular rate over forty hours in a fixed workweek, recordkeeping obligations, the tip credit, and the white-collar (executive, administrative, professional) exemptions. Cited structurally throughout §20.1, §20.2, §20.5, and §20.6; no section numbers, thresholds, or penalty amounts are quoted as current.
• The FDA Food Code, on allergen management and consumer advisories. Cited in §12.6 for the proposition that an ingredient substitution made for cost reasons changes the allergen picture. Noted, as always, that states and localities adopt their own versions and the reader must verify locally.
• The National Restaurant Association as an industry institution; its annual industry forecast is a usable orientation document.
• The U.S. Bureau of Labor Statistics — occupational employment and wage data for food services, the correct public source for calibrating the management-bench salary figures in §35.5 to a specific market.
• The Uniform System of Accounts for Restaurants (USAR), published and periodically revised through the National Restaurant Association — the industry's purpose-built chart of accounts and the source of the vocabulary used throughout this chapter: cost of sales, prime cost, controllable income, occupancy. Obtain the current edition before designing a chart of accounts; editions differ and groupings have been revised.
• The 2024 reintroduction of value offers by large quick-service chains following publicly reported traffic softness, most prominently McDonald's \$5 Meal Deal launched in June 2024 — widely reported public record used in Case Study 2.
• The Americans with Disabilities Act (ADA) — a real federal statute imposing obligations on places of public accommodation, with distinct requirements attaching to alterations of existing facilities; directly relevant to second-generation conversions. U.S. Department of Justice publishes accessibility standards and guidance at no cost. Formally owned by Ch. 8.
• The Americans with Disabilities Act (ADA), Title III, and the ADA Standards for Accessible Design published by the U.S. Department of Justice — a real federal statute with published standards and free technical guidance applying to places of public accommodation, with distinct requirements attaching to alterations of existing facilities and to the path of travel to an altered primary function area. Load-bearing for §7.2 and Case Study 1. Formally owned by Ch. 8 (compliance); Ch. 7 uses it as a design constraint and does not define the term.
• The Americans with Disabilities Act and U.S. Department of Justice ADA guidance for public accommodations — aisle widths, dispersed accessible seating, counter and bar heights, signage, and website accessibility. Full treatment in Chapter 8; requirements are interpreted locally.
• The certificate of occupancy and municipal permit/inspection sequencing — real municipal instruments; used here as scheduling gates and cross-referenced to Ch. 6 §6.7 and Ch. 8, which owns the document.
• The contraction of the United States cattle herd to multi-decade lows through 2024–2025 and the resulting record beef prices — documented in USDA cattle inventory reporting.
• The COVID-19 dining-room closure orders of 2020 and the subsequent Paycheck Protection Program (PPP) and Restaurant Revitalization Fund (RRF) — documented public interventions used in Case Study 2.
• The COVID-19 dining-room closures beginning March 2020 and the resulting shift of restaurant sales to off-premise channels — public record; the setting for Case Study 2.
• The COVID-19 dining-room closures of 2020 and the subsequent sector employment and wage recovery, as documented in BLS series — the basis of Case Study 1.
• The COVID-19 dining-room closures of spring 2020 and the widely reported emergency measures permitting many restaurants to sell sealed alcohol for off-premise consumption; several states later made a version permanent while others allowed the authority to lapse. Public record; used as the factual spine of Case Study 16.2.
• The COVID-19 shutdowns and the 2020–2021 reopening capacity restrictions, as documented public events. Subject of Case Study 2. Specifics (percentage caps, party-size limits, seated-duration rules) varied enormously by state, county, and city; the chapter uses the pattern, not a figure.
• The Fair Credit Reporting Act (FCRA) — governing third-party employment background checks: disclosure, authorization, pre-adverse action, and adverse action. Employer guidance published by the Federal Trade Commission and the Consumer Financial Protection Bureau.
• The Fair Labor Standards Act (FLSA) and its treatment of compensable time, overtime, and the exempt/non-exempt distinction — the basis for §9.3's insistence that training hours, mandatory meetings, orientation, and pre-opening cleaning are hours worked. The U.S. Department of Labor's Wage and Hour Division publishes free fact sheets. Stated at the level of structure because several states impose stricter requirements; the tip credit itself is formally owned by Ch. 20.
• The Fair Labor Standards Act — the regular rate of pay and overtime computation. A distributed service charge enters the regular rate in the week it is earned, which is the most-missed compliance consequence of an event business.
• The FDA Food Code — time and temperature control, which applies in transit: hot holding at or above 135°F, cold at or below 41°F. The basis of §29.8's off-site treatment.
• The FDA Food Code, and the fact that states and localities adopt versions of it — relevant here because health-department plan review (sinks, floor drains, finish schedules, equipment layout, ventilation) frequently gates the building permit.
• The FDA Food Code, as adopted in varying versions by states and localities — relevant to the allergen and product-description obligations that follow a specification change (§11.8).
• The Franchise Disclosure Document itself, as a primary source — twenty-three numbered items in a fixed order plus exhibits including the franchise agreement and audited financial statements. Registration-state agencies make filed documents publicly available. Reading one cover to cover is the most useful item on this list.
• The Internal Revenue Service and the EIN — free, obtained directly, and required before a bank account, payroll, or most license applications.
• The long-standing principle in wage litigation that where an employer's records are inadequate, an employee may carry the burden with a reasonable estimate and the burden shifts to the employer. Stated as a principle, without naming a case. §20.1, §20.6.
• The National Restaurant Association and the Bureau of Labor Statistics as institutions publishing industry research and wage data. Used only as pointers; no specific figure is attributed to either.
• The National Restaurant Association, as the industry's principal trade body and a standing source for operating benchmarks and service-practice guidance. Cited for category orientation only; the chapter is explicit that benchmarks are not targets.
• The New Food Economy / The Counter (2019) — laboratory testing of molded-fiber "compostable" bowls used by fast-casual chains, reporting evidence consistent with PFAS treatment; the basis of Case Study 2.
• The public record on Boston Chicken / Boston Market: founding in Newton, Massachusetts (1985); the 1992 change of control and subsequent expansion; the November 1993 initial public offering and its widely reported first-day rise; the 1995 renaming and repositioning as "home meal replacement"; growth to roughly 1,200 locations; the area-developer lending structure and press criticism of its accounting treatment; the Chapter 11 bankruptcy filing of October 1998; acquisition by McDonald's in 2000, sale to a private-equity buyer in 2007, and sale again in 2020, followed by widely reported store closures and legal disputes with vendors and employees — Case Study 2.
• The public record on category creation in fast casual: the founding of Chipotle Mexican Grill (Denver, 1993, by CIA-trained chef Steve Ells, with the assembly-line format publicly described as borrowed from San Francisco Mission District taquerias); McDonald's investment in the late 1990s and full divestiture around the 2006 IPO; and the development of Panera Bread out of Au Bon Pain Co. and the Saint Louis Bread Company (acquired 1993; Au Bon Pain division sold and the parent renamed 1999). Documented in business press and public filings — Case Study 1.
• The public record on Eatsa: automated quinoa-bowl restaurant opened in San Francisco in 2015, expanded to several cities, closed most locations in 2019, and pivoted to technology licensing as Brightloom — Case Study 2 companion.
• The three-tier alcohol distribution structure — the post-Prohibition architecture separating producers, wholesalers, and retailers, administered state by state, including "control" jurisdictions where the state participates in wholesale or retail distribution of spirits. Ch. 16 owns it as a first-defined term; Ch. 8 describes it structurally only.
• The Twenty-first Amendment to the United States Constitution (1933) — repeal of Prohibition and the grant of broad state authority over the transportation, importation, and sale of alcohol within state borders. The structural basis of the three-tier system taught in §16.3.
• The Web Content Accessibility Guidelines (WCAG), published by the World Wide Web Consortium — not a statute and not the legal standard by its own force, but the working reference most counsel, vendors, and settlement agreements converge on for website accessibility.
• Third-party certification programs with published standards and audits: Certified Humane; Animal Welfare Approved; Global Animal Partnership; Marine Stewardship Council; Fair Trade; Rainforest Alliance.
• Title VII of the Civil Rights Act of 1964; U.S. Equal Employment Opportunity Commission employer guidance on harassment prevention, complaint procedures, and retaliation. Basis for §21.5's rule that a conduct complaint must be able to reach someone other than the person it concerns.
• Tock — founded 2014 by Nick Kokonas, co-owner with chef Grant Achatz of The Alinea Group, Chicago; grew out of the prepaid-ticketing system built for Next, which opened in 2011 selling dated tickets rather than taking reservations; acquired by Squarespace in 2021 in a deal reported at roughly \$400 million, and has changed hands since. Case Study 1.
• U.S. Bureau of Labor Statistics — Current Employment Statistics (food services and drinking places employment, including the documented 2020 collapse and subsequent recovery) and Occupational Employment and Wage Statistics (wages by occupation and metropolitan area; the defensible source for wage assumptions in a real business plan).
• U.S. Bureau of Labor Statistics — employment, quits, separations, and earnings data for the accommodation and food services sector, including the Job Openings and Labor Turnover Survey (JOLTS). The free public source for checking any restaurant turnover claim.
• U.S. Bureau of Labor Statistics — employment, wage, and establishment-survival data for the accommodation and food services sector; a free public sanity check on any failure-rate claim.
• U.S. Bureau of Labor Statistics — occupational wage and employment data for the accommodation and food services sector, by occupation and metropolitan area; the best free public source for grounding a labor assumption.
• U.S. Census Bureau, American Community Survey — free small-geography population, household, income, and housing data; the public source underneath most commercial demographic products used in §2.3.
• U.S. Census Bureau, Census Business Builder — packages ACS and business data for small-business site analysis.
• U.S. Census Bureau, OnTheMap — maps where workers live versus where they work; the correct public source for the daytime employment figures in Figure 2.3, which founders routinely conflate with residential population.
• U.S. Centers for Disease Control and Prevention outbreak investigation notices, 2015–2016 — the public investigation record for Case Study 1, including the fact that no specific food vehicle was identified for the E. coli O26 outbreak.
• U.S. Citizenship and Immigration Services — Form I-9 and the Handbook for Employers (M-274): deadlines, acceptable documents, retention, and document abuse.
• U.S. Department of Agriculture — National Organic Program (NOP). The federal certification standard behind the word "organic," including rules applying to restaurants describing organic ingredients.
• U.S. Department of Agriculture, Food Safety and Inspection Service — labeling policy for meat and poultry claims. The source of what "natural," "grass-fed," "free-range," and "pasture-raised" are permitted to mean, and what they do not establish.
• U.S. Department of Justice announcement of the Chipotle Mexican Grill deferred prosecution agreement (2020), including the reported \$25 million criminal fine — the public enforcement record referenced in Case Study 1.
• U.S. Department of Labor, Wage and Hour Division — guidance on what constitutes compensable work; the framework underneath the unpaid-stage analysis.
• U.S. Environmental Protection Agency — food recovery hierarchy / wasted food scale. The authoritative ranking of destinations for surplus food, from source reduction down to landfill. Presentation has been revised over time; the structure is stable.
• U.S. Equal Employment Opportunity Commission — guidance on lawful and unlawful pre-employment inquiries, and on the use of criminal history in employment decisions (individualized assessment).
• U.S. Food and Drug Administration, FDA Food Code — model provisions on the person in charge and demonstration of knowledge, employee health and reporting, handwashing, no bare-hand contact with ready-to-eat food, time and temperature control, and sanitizer concentration. Adopted in varying versions by states, counties, and cities; the adopted local version is the operative document.
• U.S. Internal Revenue Service — guidance on the cash and accrual methods, eligibility to elect each, and inventory treatment. Exercise 31.27 turns on the difference; the election has consequences that cannot be casually reversed and is a question for an accountant.
• U.S. Patent and Trademark Office — free public search of registered and pending U.S. trademarks, plus plain-language guidance on classes, application, and what registration does and does not confer. Restaurant services and packaged food occupy different classes.
• U.S. Small Business Administration — Small Business Development Centers (SBDCs) and SCORE. No-cost business counseling and business-plan review; cited in §40.3 and in the chapter's closing "where to go next."
• U.S. Small Business Administration — 7(a) and 504 loan programs: program terms, permitted uses, and the structural distinction between term-debt uses and working-capital uses (§33.8).
• U.S. Small Business Administration — Paycheck Protection Program (PPP): forgivable loans conditioned on maintaining payroll; mid-2020 statutory amendments extending the covered period and relaxing the payroll-spend share. Archived program material and Congressional Research Service reports (Case Study 1, §33.8).
• U.S. Small Business Administration — Restaurant Revitalization Fund (RRF), established 2021 for foodservice; oversubscribed, closed with eligible applicants unfunded (Case Study 1, §33.8).
• U.S. Small Business Administration — the Paycheck Protection Program (PPP) and the Restaurant Revitalization Fund (RRF), both public-record COVID-19 relief programs; the RRF's oversubscription is documented public record. Case Study 1.
• U.S. Small Business Administration — the 7(a) and 504 loan programs (introduced in Ch. 5) and the SBA Franchise Directory, the agency's list of brands whose franchise agreements have been reviewed for program eligibility. SBA policy and directory practice change; confirm with the lender.
• U.S. Small Business Administration — the 7(a) program, personal guarantees, and the consequences of default on a guaranteed loan, including collection mechanisms that ordinary commercial debt does not carry.
• U.S. Small Business Administration — the financial statements a loan application requires and the form they must take.
• U.S. Small Business Administration, 504 loan program — real estate and long-lived equipment financing through Certified Development Companies; the alternative structure Chapter 5 compares against 7(a).
• U.S. Small Business Administration, 7(a) loan program — eligibility rules, lender standard operating procedures, and applicant guidance. Note the structure: the SBA guarantees a portion of a loan made by a participating lender; it does not lend directly under 7(a). Program rules change and must be verified with a participating lender.
• U.S. Small Business Administration, the 504 loan program and the Certified Development Company (CDC) network — the fixed-asset counterpart program, structured around owner-occupied real estate and long-life equipment; useful for understanding why it does not fit a leasehold restaurant.
• U.S. Small Business Administration, the 7(a) loan guaranty program — the primary source for program architecture, eligible uses, and current parameters. The loan is made by a participating lender; the SBA guarantees a portion of the lender's exposure. Also maintains lender directories, which is the practical starting point for finding institutions that make these loans in a given market.
• Uniform Franchise Offering Circular (UFOC) — the standardized disclosure format developed by state securities administrators and dominant in practice until the amended Federal Rule replaced it with the FDD. Named here for historical accuracy; superseded.
• Union Square Hospitality Group — public announcement of the "Hospitality Included" no-tipping program (October 2015) and public announcement of the return to tipping (July 2020). Case Study 1.
• Union Square Hospitality Group's "Hospitality Included" no-tipping program, announced October 2015 and discontinued in 2020 — a publicly reported brand decision and its reversal, used in Case Study 1 to illustrate the limits of a brand decision that requires the market to move with you.
• Union Square Hospitality Group, "Hospitality Included": publicly announced October 2015, first implemented at The Modern in November 2015, rolled out across most of the group over the following years, and publicly ended in July 2020 as the group reopened following the COVID-19 shutdowns. Dates and the existence/ending of the program are matters of public record. Case Study 1.
• United States Bankruptcy Code, Title 11 — the primary source for Chapter 11 bankruptcy (reorganization) and Chapter 7 bankruptcy (liquidation). Provisions most relevant to a restaurant: the automatic stay; assumption and rejection of unexpired leases and executory contracts; the statutory cap on a landlord's claim for damages from a rejected lease; the priority scheme, including priority for employee wage claims up to a statutory limit; and the rule that a corporation or LLC receives no discharge in a Chapter 7 bankruptcy.
• United States Bureau of Labor Statistics (BLS) — Consumer Price Index series for "food away from home" and "food at home"; the public measure of menu inflation versus grocery inflation used in Case Study 2.
• United States Courts (uscourts.gov) — plain-language explanations of each bankruptcy chapter, the trustee's role, the creditors' meeting, and the mechanics of filing. The best free authoritative orientation for non-lawyers.
• United States Department of Agriculture (USDA) — free public data on commodity supply and price: cattle inventory reports, poultry and egg production and price series, and market news across produce, dairy, and protein. The public record behind Case Study 1's avian-influenza and cattle-cycle material.
• Vermont Universal Recycling Law (Act 148). The disposal-ban model: a phased landfill ban on food scraps, ratcheting down through generator classes to all generators.
• Wine & Spirit Education Trust (WSET) — Levels 1 through 4, Level 4 being the Diploma. Named in §16.7; Levels 1–2 are what the chapter actually recommends for Bellwether's FOH partner in year two.
• Worker Adjustment and Retraining Notification (WARN) Act, and state "mini-WARN" equivalents — plant-closing and mass-layoff notice obligations. The federal statute generally applies to employers of 100 or more employees; several states set lower thresholds and different triggers.
• Workers' compensation as a state-mandated no-fault system — real and universal in structure across American states, and universally different in detail: private carriers, competitive state funds, or exclusive state funds; classification codes; rates per \$100 of payroll; experience modification; and premium audit after year end.
• World Health Organization, International Classification of Diseases, 11th Revision (ICD-11) — burn-out classified as an occupational phenomenon, not a medical condition, with three dimensions (exhaustion; mental distance or cynicism; reduced professional efficacy). Basis for §21.4's definition.

Tier 2 — Attributed (specifics unverified)

• "Golden triangle" eye-path claims — widely published in trade press, design courses, and consulting material, and consistently traced to unpublished consultancy work from decades ago rather than to accessible research; later eye-tracking work has not consistently reproduced the specific geometry. Stated in §10.6 as not established, not as false.
• "Marketing should be 2–4% of sales." The most repeated budgeting rule in the industry, and a convention rather than a finding. §27.1 uses it only as a post-hoc sanity check and criticizes it explicitly for being procyclical and silent about what is being bought.
• "Roughly 70–80% of off-premise orders are eaten at home" (§28.7). A directional range consistent with general industry understanding; not pinned to a specific published study, and the chapter's least-supported quantitative claim. It is used only to size a \$137 annual cutlery line and nothing in the chapter's argument depends on it.
• Back-of-house labor split between production and service hours. Practitioner guidance commonly puts it around half to two-thirds production in a scratch-leaning full-service kitchen, with wide variation by menu. Used only as a sanity check; Chapter 19 owns the labor model.
• Bureau of Labor Statistics and the National Restaurant Association as institutional sources for foodservice cost structure and industry scale.
• Bureau of Labor Statistics — occupational and wage data for foodservice, as benchmarking ranges rather than targets.
• Capacity utilization in full service. Practitioner observation that full-service rooms routinely run service-level utilization in the 40s and 50s even while feeling "full" at peak. Consistent with the operators we have worked with; no widely cited published benchmark known. Presented as observation, not as a benchmark.
• Card-not-present interchange premium. Given in §26.6 as "roughly half a point" above card-present. A directional figure; the chapter discloses that its master model blends everything at the card-present rate and quantifies the resulting understatement at about \$179.
• Certification terms. Manager certification commonly five years; handler cards commonly two or three. Set by accrediting body and jurisdiction.
• Comp rates and recovery. Full-service comp levels are commonly discussed in the range of roughly 1–3% of sales; used in Chapter 18 only as background to the recovery-authority argument.
• Compostable and recyclable packaging outcomes (§28.7). That a compostable container is only composted where commercial composting exists and accepts it, and that food residue can disqualify recyclables, is well established in waste-management practice; the chapter makes the general claim and tells the operator to find out what their own municipality actually does. Chapter 38 owns the subject.
• Confirmation and reminder messaging. Operators broadly report a meaningful reduction in no-shows from an active confirmation plus a same-day reminder. No controlled study cited; the intervention is presented as cheap enough that the absence of one is not a reason to skip it.
• Construction contingencies of 10–15% of the construction budget — operator convention supported by broad experience rather than a published study; consistent with Chapter 1.
• Contract terms. Exclusivity, price-parity language, restrictions on bag inserts and guest solicitation, data ownership, menu and photo rights, ratings-on-pause behavior, refund and chargeback dispute windows, per-order and hardware fees, and auto-renewal and notice provisions are all described in §28.4, §28.5, and §28.9 as categories to look for in your own agreement — never as terms that any named platform actually imposes. Agreements are private, differ by market and tier, and change. Every mention is paired with an instruction to read your own.
• Cost of replacing a front-line restaurant employee. Published estimates range from several hundred dollars to well over two thousand, depending almost entirely on what the estimator counted. Chapter 18's \$1,209.36 blended figure counts training only and is deliberately a floor.
• Culinary education cost ranges — varying by roughly an order of magnitude between community-college associate programs and private institutes. The §40.3 opportunity-cost figures are explicitly illustrative and exist to demonstrate the method; readers directed to published cost-of-attendance for any specific program.
• David Pavesic's cost/margin approach (combining food cost percentage with weighted contribution margin). Real, characterized in general terms only; no specific formulation verified.
• Downgrade incidence. The mechanisms (late settlement beyond roughly 24 hours; tip adjustment settled well above or long after authorization; keyed card-not-present transactions) are documented industry practice. The 4%-of-volume / 0.60-point example in §26.7 is explicitly labeled a supposition, and readers are told the only real answer is in their own interchange category detail.
• DSCR thresholds of roughly 1.15 to 1.35 as working minimums in small-business credit — lender convention, not a published standard. Policies vary by institution, industry, and credit cycle, and the numerator can be built several defensible ways. Give ranges; never a single figure.
• Effective processing rates in full service. Commonly reported in the 2.4%–3.2% band on card volume, varying with card mix, average ticket, card-present share, and pricing model. Given as a range; no decimal asserted as a benchmark. Bellwether's 2.50% is a modeled plan assumption.
• Email open, click, and redemption rates; SMS read rates. No benchmark is quoted. The 15% figure in §27.5 is stated in the text as a number the author chose because it is modest and makes the channel worth funding — "it is not a finding, it is not a benchmark, and I did not get it from anywhere" — with the hold-out test named as the way to replace it with a measurement.
• Employment practices liability insurance (EPLI) — availability to single-unit restaurants and the common exclusion or sub-limiting of wage-and-hour claims. Structural; no premium figures quoted.
• Employment-law firm hospitality client alerts and payroll-vendor compliance materials — recommended for timeliness, flagged as argument and as frequently behind, respectively.
• Equity injection expectations on SBA startup lending — commonly cited on the order of ten percent or more of total project cost, with individual lenders setting higher thresholds by industry and restaurants sitting near the top of that risk ladder. Basis for the chapter's framing of condition 1 (\$120,000 → \$150,000, i.e. 19.4% → 24.2% of project cost). No program limit asserted as fact.
• Error and refund allowances of 1.5% of sales for first-party pickup and 3–4% for marketplace delivery (§28.8). Planning allowances drawn from practitioner experience and presented as ranges to be replaced by the operator's own measured defect rate. See also Tier 3, where the figures enter the Bellwether model.
• Fee disclosure to the guest. Rules on how delivery, service, and small-order fees must be presented have been the subject of both litigation and legislation in the United States; the landscape is active and varies by jurisdiction. §28.9 says so without naming a statute or a case.
• Food waste as a percentage of food sales. Industry practice generally treats a waste log at or below about 1% of food sales as a reasonable full-service control target, with the caveat that a log measures only what is binned and recorded — a floor, not a total.
• Foodservice distribution during 2020–2022. Route consolidation, reduced delivery frequency, raised minimum-order thresholds, direct-to-consumer pivots by broadline distributors, SKU reductions, foodservice/retail pack-size mismatch, and spring-2020 meatpacking plant closures constraining beef and pork supply. Widely reported across trade and general press and well documented in aggregate; no precise statistics asserted. Basis of Case Study 2, sections 1–2.
• FTC and TCPA enforcement in practice. The chapter describes statutory and regulatory structure — including that damages are assessed per message — but makes no claim about observed enforcement frequency against restaurants and quotes no penalty amount.
• Full-service independent restaurants clearing three to seven points of operating profit — the book's standing Tier-2 figure from Chapter 1, used unchanged in §28.1 and §28.9 as the scale against which a 15–30% commission is measured.
• Full-service labor and prime-cost benchmarks — all-in labor generally targeted in the 30–36% range and prime cost at or below 60% of sales, with quick service lower on labor and fine dining higher. Widely circulated operator and consultancy rules of thumb rather than a single authoritative dataset. Ranges, not targets.
• Full-service prime-cost benchmark at or below 60% — the book's standing Tier-2 benchmark, and Chapter 1's Figure 1.4 diagnostic bands, used to characterize 66.3% as distressed.
• Ghost kitchens and virtual brands. The category expanded sharply during 2020–2021 and subsequently contracted; the versions that persisted are predominantly virtual brands operated out of an existing restaurant's kitchen rather than standalone delivery-only facilities. Widely reported in the trade press; treated here as pattern rather than statistic.
• Gift-card breakage and spend-above-face. Commonly cited ranges exist and vary widely by program design, denomination, channel, and state law. The chapter's 210-of-250 redemption rate and \$18 of spend above face are modeled, not benchmarked, and §27.7 explicitly labels the resulting \$23,184 lifetime-value figure "an upper bound rather than a forecast."
• Independent restaurant sale multiples. Generally a modest multiple of adjusted cash flow, with a wide range that is market-, size-, and deal-specific. The durable generalization: the books determine the multiple more than the food does, and a business that cannot run without its owner tends to sell for the value of its equipment. For an actual valuation, use a foodservice business broker or valuation professional.
• Indoor heat-illness standards. Adopted by a small number of states; federal rulemaking has been in progress. No state list asserted.
• Industry benchmark ranges for food cost and prime cost by service style, as published by trade associations, restaurant-specialist accounting firms, and industry press. Given as ranges; explicitly framed as orientation rather than targets.
• Industry turnover — commonly reported in the neighborhood of 75% annually, higher in some segments and lower in well-run independents. Carried from Chapter 17; used in §40.2 and §40.4 to justify the retention gate on a prime-cost bonus.
• Inspection frequency. Risk-based categorization is near universal; a full-service restaurant handling raw animal foods is commonly inspected on the order of two to three times a year, with wide variation by jurisdiction, category, and history. Range, not a figure.
• Interchange levels by card type. The §26.7 table (regulated debit ≈0.30% + \$0.22 through premium/commercial credit ≈2.50% + \$0.10) is an illustrative simplification of far more granular published schedules. Labeled as such in the text. Used to teach the shape of card-mix risk, never as a quote.
• Inventory turnover benchmarks for full-service restaurants. Operator-focused guidance generally places well-run food inventory at roughly four to eight days on hand, about 45–90 turns a year, with produce-heavy concepts faster and dry-goods- or wine-heavy operations slower. Range, not target; depends on delivery frequency, menu, and storage.
• Jack Miller's cost-based menu analysis (food cost percentage plotted against popularity). Real, widely circulated, characterized in general terms only.
• Kitchen display system (KDS) timing practice and speed-of-service targets. Standard in chain casual dining and increasingly common in independents. The gaming behaviors described in Case Study 2 — bumping on plate-up rather than on hand-off, splitting large orders into smaller tickets, firing against forecast — are treated as known industry patterns and presented as a labeled composite, attributed to no company.
• Kitchen occupational injury exposure (burns, cuts, slips). Kitchens are consistently identified as a higher-risk work environment. No rate is quoted, because the commonly repeated figures are not traceable to a source this book can stand behind. Chapter 25 treats worker safety with the same restraint.
• Lease rate factors, \$1-buyout versus fair-market-value lease structures, and evergreen renewal clauses — standard equipment-leasing practice described consistently across the trade; individual terms are contractual.
• Local-search ranking mechanics beyond relevance, distance, and prominence. Proprietary and undisclosed. Nothing further is asserted, and no claim is made about how any factor is weighted.
• Market share. No market-share figure for any delivery platform appears anywhere in this chapter, deliberately, and none should be added. Published shares differ by source, by metric (orders vs. gross merchandise value vs. active users), by geography, and by month; the chapter's argument does not depend on any of them, and §28.4 tells the operator to pick a platform on the demand in their own neighborhood rather than on a national figure.
• Menu psychology and layout research (panel position, price formatting, description effects). Real literature, noted in §12.8's action ladder as the basis for "reposition it on the page," with the honest caveat that effect sizes are frequently overstated in the trade press and replication is inconsistent.
• Menu-price transparency on delivery platforms. Some jurisdictions have taken up disclosure where platform prices differ from in-store prices. Specifics differ and change; no jurisdiction is named and the chapter tells the reader to verify locally before building a pricing strategy on an uplift.
• Multi-unit expansion outrunning management capacity. A real, well-documented, and much-discussed pattern in the trade press and in the public record of chain restructurings — companies opening units faster than they could train general managers, and subsequently closing units they had recently opened. Offered structurally, as a mechanism. No percentage is attached and none should be.
• National Restaurant Association and state restaurant associations — compliance summaries and state-level tracking; policy positions distinguished from compliance material.
• New-unit first-year performance. Industry guidance commonly holds that a second unit opens meaningfully below the original's mature volume and takes two to three years to stabilize. The 80%-of-plan first-year assumption in Figure 35.3 sits inside the commonly cited range and is an assumption, not a finding.
• No-show rates. Operator and platform reports range from the low single digits to the low teens as a percentage of booked covers, consistently worse on peak nights, on long-lead bookings, and on free third-party channels than on direct bookings. Given as a range in §24.7; no decimal is asserted. Bellwether's 4% is a stated plan assumption, not a benchmark.
• Norovirus transmission in foodservice. Widely reported as frequently associated with infected food employees working while ill, which is why employee-health policy and handwashing are the primary controls. Framing per FDA Food Code and public-health guidance generally.
• Norovirus vomit-cleanup chlorine concentrations are far above food-contact sanitizing levels; follow the kit's instructions and local guidance. No specific ppm asserted.
• Off-premise as structural revenue after 2020 — the persistence of elevated takeout and delivery mix. Carried from Chapter 28; treated as direction, not magnitude.
• Onboarding and early-tenure retention. Broad industry belief and reasonable general management evidence that structured onboarding reduces early-tenure turnover; the magnitude in restaurants specifically is not something we can pin down, which is why the Bellwether plan claims no credit for it.
• One-off training on attitudes and judgment. General weight of research does not support expecting durable behavior change from a single session, though immediate attitude measures often move. Stated as broad consensus, not as a citation to a specific study.
• Online-ordering platform fees of roughly 2% per order, or a flat monthly subscription. Both pricing models are common in the market; the 2% figure and the \$249-a-month alternative in exercise 28.25 are illustrative and are not attributed to any named vendor.
• Paid sick leave. Required in a growing number of states and municipalities with wide variation in accrual, carryover, and coverage; absent in others.
• Paid-sick-leave ordinances — accrual, permitted uses, carryover, and anti-retaliation provisions in a growing number of states and cities. Structural description only.
• Panel-view-to-cover and direction-request-to-visit conversion. Directionally plausible, never measured for an independent restaurant. Figure 27.2's illustrative conversion (half of direction requests convert; a converting party averages 2.5 guests) is labeled inside the artifact as an assumption, not a measurement, and the artifact's own "what it doesn't show" field says the POS knows the real party size.
• Par cooking and cook-chill in independent restaurants. Widely practiced, thinly documented. Industry guidance is consistent on the principle (partial cooking is safe only with monitored, logged, rapid temperature control) and inconsistent on specifics, which is why the chapter defers to the locally adopted Food Code and a certified manager.
• Party-size distribution. Neighborhood full-service rooms in the United States skew heavily to parties of two, commonly around half of all parties. Bellwether's §24.4 mix reflects that pattern; readers are told to pull eight weeks of their own data.
• Payment processing at 2.9% + \$0.30 per transaction — a commonly published online card-processing rate, used as an illustrative figure in §28.2 and the Business Plan build. Actual pricing varies by processor, volume, card mix, and interchange, and is negotiable at scale.
• Payroll loading. The 22% load on base salaries used throughout §35.2 and §35.5 (employer payroll taxes, workers' compensation, a modest benefit contribution) is a common planning convention. Real figures depend on state unemployment-insurance experience rating, workers' compensation classification, and actual benefits offered.
• Photography licensing practice. That a photographer's standard license may not cover paid advertising or press reuse is general commercial practice; terms are set by the individual contract. §27.4's instruction is to buy usage rights outright and to read what you signed.
• Platform commission rates — the chapter's most important unpinned figure, and the reason it uses ranges. Third-party marketplaces have at various times published tiered commission structures for U.S. restaurants, and the 15–30% range used throughout this chapter is consistent with those publications. No platform's take rate is a fixed public fact. Rates vary by platform, by service tier, by market, by individual contract, by promotional period, and over time; agreements are private and are frequently negotiated at scale. This chapter therefore works across four labeled rates (15%, 20%, 25%, 30%) rather than asserting any platform's rate, tells the reader to treat any specific number they hear as one restaurant's deal rather than a law of nature, and attributes no commission figure to DoorDash, Uber Eats, Grubhub, or any other named company anywhere in the text.
• Platform policy specifics — review-solicitation rules, gating enforcement, business-name guidelines, messaging response-time expectations, suspension and reinstatement. All real, all moving faster than law. The chapter teaches the structure and instructs the reader to read the current policy of any platform they solicit on.
• Platform rating algorithms. That a marketplace maintains a separate, opaque score which drives search placement, that it mixes food quality with driver performance the restaurant does not control, that operational metrics such as acceptance rate, cancellation rate, and prep-time accuracy feed it, and that pausing a channel can affect placement — all are widely reported operator experience. The mechanics are not published and nothing specific is asserted about any platform's algorithm.
• POS, reservation, and online-ordering vendor pricing. Deliberately unquoted throughout. Named vendors (Toast, Square, Lightspeed, Clover, TouchBistro; Micros and Aloha lineages; OpenTable, Resy, Tock, SevenRooms) appear only as examples of categories, with an explicit statement in §26.2 and §26.5 that their pricing, terms, and bundles are negotiated, vary by market and operator, and change.
• Post-2020 off-premise share. Stated directionally only: off-premise settled structurally higher than its pre-2020 level and has not returned to 2019 patterns. No percentage asserted. Chapter 28 owns the channel.
• Post-2020 restaurant labor market — widely reported difficulty rehiring through 2021–2022 and upward wage pressure during reopening. Direction well documented; magnitude of permanent departures from the industry genuinely contested, and no figure invented. Case Study 1.
• Pour cost benchmarks. Blended full-service pour cost generally cited in the high teens to low twenties as a percentage of beverage sales; wine typically higher than spirits. Bellwether's 22% is a plan figure.
• Predictive-scheduling / fair-workweek ordinances — San Francisco as an early and influential example, and New York City's fair workweek law reaching foodservice. Named as examples per the chapter brief; the chapter states explicitly that several other cities and at least one state have adopted their own and that the list changes. All specific notice windows, premium amounts, rest periods, and coverage thresholds in §20.7 are labeled as a teaching hypothetical.
• Predictive-scheduling / reporting-time pay obligations on a closure day exist in some jurisdictions. Cross-referenced to Chapter 20; no jurisdiction named.
• Prepayment charges attaching to longer-maturity SBA loans — a real feature of the program whose current terms and thresholds must be read out of the loan agreement rather than quoted.
• Press-spike magnitude and decay. Real and universally reported by operators; not sized here. The 160-cover Saturday in §27.6 is a modeled scenario against a 123-cover plan, labeled as such, and its downside (25 guests not converted to repeat) is an assumption used to demonstrate a structure, not a forecast.
• Prime-cost and margin benchmarks by service style. Full-service operators generally target prime cost at or below 60%; counter-service and fast-casual models generally target lower. Widely repeated industry rules of thumb; the ranges are real, the decimals are not.
• Prime-cost benchmarks — full service at or below 60% of sales; quick service lower; fine dining frequently higher and carried by check average and beverage attachment. Industry rules of thumb, widely published, not laws. Used throughout §40.7 and §40.8, and explicitly problematized in Case Study 2 (a no-tipping conversion makes the benchmark uncomparable).
• Prime-vendor agreement structure. Cost-plus pricing, commitment percentages, contracted item lists, minimum drops, fuel and small-order surcharges, and the treatment of manufacturer allowances are all real and common; terms vary enormously by distributor, market, account size, and negotiation, and none are standard. Described structurally only; no specific terms asserted as typical.
• QR-menu rollback. The observation in Case Study 26.1 that QR menus were widely adopted and then substantially abandoned while ordering and payment infrastructure persisted is presented as an observed industry pattern, not as a measured finding.
• Quaternary ammonium sanitizer concentration, commonly used at roughly 200–400 ppm per label instructions, verified with a test strip. Local code and product label govern.
• Receiving discrepancy rates. Operators who begin weighing and counting at the door commonly report finding errors in the low single digits as a percentage of invoice value in the first months, declining once suppliers know deliveries are checked. This chapter plans conservatively at 1–2%.
• **Replacement cost of owner-operator hours at \$25/hour.** Illustrative, chosen to be conservative for a mid-size American metro; not a wage survey. Used consistently for the \$1,625 social cadence and the \$6,500 annual figure.
• Research associating unpredictable scheduling in hourly service work with higher turnover and worse performance — direction well supported; effect sizes vary by study and setting. The empirical backing for §19.5 on split shifts and for schedule predictability as a recruiting argument.
• Reservation platform economics. Per-cover fees, subscription tiers, and marketplace placement fees all exist and vary widely by platform, market, and negotiation. No figures given in §24.7 — deliberately, because a number in a book becomes a false anchor. Chapter 26 owns the selection decision.
• Restaurant failure research — H.G. Parsa and colleagues, published through Cornell: first-year failure closer to one in four (roughly 26–27%) and cumulative failure approaching six in ten over three years, with "failure" generally meaning the business closed or changed ownership. Studies differ by market, period, and definition. Used in §40.10 to close the loop opened in Chapter 1. Shape, not decimals.
• Restaurant failure, honestly stated. The peer-reviewed work most often cited (H.G. Parsa and colleagues, published through Cornell) puts first-year failure at roughly one in four — about 26–27% — with cumulative failure approaching six in ten by year three, defining failure as the business closing or changing ownership. The 90% figure is folklore and the book says so.
• Restaurant financing being harder than comparable small-business financing because of weak collateral — widely reported operator and lender experience; the mechanism (leasehold improvements with no liquidation value, equipment auctioning at a steep discount, no receivables) is structural and verifiable, the relative decline rates are not, and no decline statistic is asserted anywhere in this chapter.
• Restaurant Opportunities Centers United (ROC United) — worker-side research on tipped work and harassment exposure. Cited in §20.8 for the pattern, explicitly labeled as advocacy research with contested specifics.
• Restaurant turnover of roughly 75% annually — the book's standing Tier-2 industry figure, used in §25.8 and the Conclusion consistently with Chapters 17 and 21.
• Restaurant turnover of roughly 75% annually — widely cited industry order of magnitude, with wide variation by position, segment, and market. Front-of-house and quick-service turnover run substantially higher than back-of-house fine dining.
• Restaurant turnover. Industry sources have long placed annual turnover in accommodation and food services at or around 70–80%, front-line hourly higher and management lower; figures move sharply with the labor market. Go to the BLS series.
• Roughly 75% annual industry turnover — the book's standing Tier-2 figure, used in §20.7 in support of the schedule-stability retention argument.
• Sales per labor hour ranges — full-service SPLH commonly discussed in the \$50–\$70 range. Unusable as a benchmark without two disclosures rarely made: which hours are in the denominator, and the restaurant's check average.
• Sanitizer concentrations and contact times. Chlorine commonly 50–100 ppm at roughly 7 seconds; quaternary ammonium commonly 200–400 ppm at roughly 30 seconds near 75°F; iodine commonly 12.5–25 ppm at roughly 30 seconds. The EPA-registered product label is the operative document. Quats are inactivated by anionic detergents and degraded by water hardness above roughly 500 ppm.
• SBA collateral policy directing lenders to secure loans with available collateral, including liens on personal real estate where equity exists, and personal guarantees from owners at or above a specified ownership percentage (commonly described as 20%) — long-standing features of the program whose current application depends on loan size, lender, and policy. Stated in the chapter as "ask before you apply."
• Scheduling and workforce-management software vendors — substantial published material on labor forecasting, staffing guides, and hours-to-date reporting. Method often sound; case studies are marketing.
• Scoring and grading systems. Numeric point deductions, posted letter grades, pass/conditional/fail, and narrative-only reports all exist. No scoring system, point value, or threshold is reproduced anywhere in this chapter, deliberately. There is published academic work associating public grade posting with changes in inspection outcomes and illness rates; effect sizes are debated. Attributed generally, no figures given.
• Second-generation-space listing duplication. §27.2's "roughly half never notice it" is offered as an observation from practice in the author's voice, not as a measurement.
• Social-media engagement benchmarks — engagement rates, optimal posting times, "X% of diners choose a restaurant based on social media," photo-versus-video reach multipliers. §27.4 states plainly that "this book will not give you engagement benchmarks, because it does not have credible ones." No engagement benchmark appears anywhere in this chapter.
• State variation in exempt salary thresholds — several states set thresholds above the federal figure. Stated structurally; no figures given.
• State variation in the tip credit — the fact that several states prohibit a tip credit entirely and others cap it below the federal maximum. Stated structurally; no state-by-state table given.
• Stock epinephrine in restaurants. Permitted, encouraged, required, or unaddressed depending on jurisdiction.
• Tamper-evident seal requirements for third-party delivery exist in some jurisdictions. Referenced in §28.7 as "several jurisdictions require them," without enumeration.
• Technology as a percentage of sales. Practitioner and consultant guidance places the software portion of an independent full-service stack roughly between 1% and 3% of sales and payment processing roughly between 2% and 3.5%, making an all-in figure of about 3.5%–6% ordinary. No published study is cited; presented in §26.9 explicitly as orientation rather than a benchmark, with the note that a low-check or off-premise-heavy operation runs higher.
• The "10% of project cost" figure for start-up equity injection under SBA lending — the number most commonly discussed, and the shape of the requirement rather than the requirement. Actual policy is set by SBA's current standard operating procedures and by each lender; restaurants routinely draw a higher expectation.
• The "five C's" of credit (character, capacity, capital, collateral, conditions) — a long-standing commercial-lending teaching framework rather than a single authored source. Lenders do not literally score files this way, but the categories map closely to what an underwriter examines.
• The 2021–2022 staffing shortage — operators consistently identified staffing as their most-cited operating challenge; substantial numbers reduced operating days, eliminated lunch service, and shortened menus; leisure-and-hospitality wages rose faster than the broader economy. Direction well established in public data; specific survey percentages vary and should not be quoted as precise.
• The 50/40/10 description of a 504 structure (bank first mortgage, CDC debenture, borrower injection) — the canonical summary. Real projects vary, and start-ups and special-purpose properties typically carry higher borrower equity.
• The crossover point between flat-rate and interchange-plus pricing. Given in Figure 26.7 as "roughly \$30,000–\$40,000 a month of card volume," which is practitioner guidance rather than a computed threshold, and is hedged in the figure's own note.
• The effective take rate materially exceeding the contract commission line. A widely reported operator experience and the organizing insight of §28.2. The 35.0% figure is computed from a constructed statement (Figure 28.4), not drawn from any real restaurant's records, and no industry average take rate is asserted.
• The peak-surcharge / off-peak-discount asymmetry. Presented as a reliably observed pattern in food service, supported by the public record in Case Study 24.2 and by the century-long uncontroversial history of early-bird and happy-hour discounting. No quantified elasticity is asserted.
• The persistence of off-premise volume after 2020. That off-premise did not snap back to 2019 levels is widely reported across industry trade sources and is treated in §28.1 as a directional claim about habit. The chapter asserts no percentage for off-premise as a share of restaurant sales, then or now.
• The reported 20%–25% menu-price increase accompanying Hospitality Included. Given as an attributed reported range in Case Study 20.2, explicitly not independently verified.
• The review-elasticity family of claims. Named and refused in §27.3. No version of it appears in any chapter file, exercise, quiz item, case study, or sidecar. The offset identity replaces it.
• The small-ticket effect of the debit-interchange cap. The pattern described in Case Study 26.2 — that small-ticket debit interchange rose toward the regulated maximum after Regulation II, raising costs for low-average-ticket merchants — is widely reported by merchant groups and in trade coverage. Presented as a documented pattern with no figure.
• The twenty-minute clock (Figure 28.2). The mechanisms are real culinary physics — steam condensation in a closed container, carryover cooking, emulsion breakdown, starch retrogradation, leaf wilt under dressing. The specific minute marks are craft knowledge and illustrative judgment, not measured laboratory data, and the figure is labeled [constructed teaching example].
• The uplift operators can actually charge, "around 10–15%" (§28.5). A practitioner range, attributed generally as what most operators who use an uplift land on. Not a published figure.
• Third-party delivery commissions. Commonly cited in the range of roughly 15–30% of order value depending on service tier, with significant variation by platform, market, and negotiated terms.
• Third-party delivery commissions. Referred to in the Business Plan checkpoint as potentially reaching a quarter of an order's value; a range, and Chapter 28's material to defend.
• Ticket-time benchmarks by service style. Industry guidance generally places full-service entrée ticket times in the low-to-mid teens of minutes, with quick service far lower and fine dining deliberately longer. Presented as a range and as a derivation method, not as an importable benchmark. Exact citation not pinned down.
• Time-in-grade ranges on the BOH and FOH ladders (§40.2 tables and Figure 40.2) — practitioner-derived ranges reflecting common industry progression, presented as ranges with the explicit caveat that room volume and quality of teaching move a person between them.
• Tip-prompt design effects. Operators broadly report meaningful movement in average tip from changing default percentages, the computation base, or the prominence of the no-tip option. No magnitude asserted and no study cited, on the stated grounds that none transfers across concepts.
• Trade press coverage of quick-service value-menu economics and franchisee pricing disputes (Nation's Restaurant News, Restaurant Business, QSR Magazine), plus franchisee association public statements and franchise-agreement litigation coverage. The public record behind Case Study 1. No specific franchisee margin figures asserted; individual franchisee margin claims flagged in the case as advocacy rather than audited fact.
• Training-hour norms. Full-service server programs are commonly reported somewhere in the range of thirty to sixty hours, with scratch kitchens and beverage-forward concepts at the upper end. Range, not a benchmark.
• Turn times by service style. Industry guidance generally places full-service dinner turn times in the 75–120 minute band, with fine dining above and fast casual below. Bellwether's 95 minutes is positioned within that band. Ranges only.
• Typical restaurant employer payroll-tax burden — the illustrative 10% loading applied to converted tip income in Case Study 2. Rate varies by state unemployment experience rating and by wage level; used illustratively only.
• Vendor equipment placement — coffee, draft, ice, and POS hardware supplied against a product or processing commitment — is universal industry practice; specific pricing is negotiated and confidential, so the worked examples are constructed to be realistic rather than reported.
• Warewashing verification. High-temperature machines commonly required to achieve roughly 160°F at the utensil surface, verified with a maximum-registering thermometer or temperature-sensitive label; specific machine-type requirements vary.
• Wild mushroom and foraged-product rules. Commonly require an approved source or an approved identifier; specifics vary widely.
• Workers' compensation. Rates per \$100 of payroll, classification codes, experience-modification eligibility thresholds, expense constants, and safety-program credits vary by state, carrier, and rating bureau; some states operate monopolistic funds. The \$2.90 per \$100 used in §25.9 is illustrative and within commonly observed restaurant ranges. Experience mods typically influence premium for about three years.
• A landlord's duty to mitigate damages after a tenant's default — exists in some states and not others, and can be altered by lease language including acceleration clauses and mitigation waivers. Jurisdiction- and document-specific; a commercial real-estate attorney is the operative source.
• A realistic turnover floor for full-service restaurants in the 40–55% range; zero is neither achievable nor desirable. Stated as a range in Case Study 2.
• Absence of a reliable published food-truck-specific failure rate — no equivalent to the Parsa work exists for mobile formats; be skeptical of quoted figures.
• Academic work on online ratings and independent-restaurant revenue. The "a one-star increase yields X% more revenue" claim descends from real research but is routinely repeated with its scope conditions (platform, city, period, independent-vs-chain) stripped off. §23.6 explicitly declines to quote a figure and substitutes a conditional sensitivity table plus a break-even. This is deliberate and should not be "improved" by an assembler adding a number.
• Acceptable inventory variance — industry guidance commonly describes a well-run full-service kitchen as holding food variance within roughly one to two percent of theoretical usage, with bar variance held tighter because spirits count to the tenth. Ranges, not laws.
• Anti-SLAPP statutes — exist in a majority of U.S. states, many with fee-shifting. Described generally in §23.6 and Case Study 2; no count or state list asserted.
• Approximately 75% annual restaurant turnover, used in the uniform-replacement calculation — appears widely in trade reporting and government data but varies enormously by position, market, and treatment of seasonal separations. Owned by Chapter 17.
• Approximately 75% annual turnover in the restaurant industry — appears widely in trade reporting and government data, but moves substantially with year, position, market, and treatment of seasonal separations.
• Assignment for the benefit of creditors (ABC) as a state-law alternative to federal liquidation — available in many states, often cheaper and faster; availability, mechanics, and creditor treatment vary substantially.
• Attachment rates and menu-mix behavior at concept stage — plausible planning assumptions until a point-of-sale system produces actuals (Chapters 12 and 26). Every attachment figure in Figure 2.8 is a forecast of guest behavior, not an observation.
• Auto-renewal notice windows of roughly 30–90 days before expiration in restaurant service contracts — common practice, variable by document.
• Beverage as roughly 20–30% of full-service restaurant revenue. Commonly cited industry range, highly dependent on concept, license class, and daypart. Bellwether's 28% sits at the upper end and is an assumption the plan must earn.
• Beverage cost benchmarks by category. Full-service operators generally target a blended pour cost in the high teens to low twenties; within that blend, spirits typically run lowest, beer in the high teens to low twenties, and wine highest — commonly the mid-twenties to low thirties. Bellwether's 28% wine cost sits inside that range. Ranges only; no precise figure asserted.
• Beverage inventory turning far more slowly than food inventory — roughly eight turns a year against a kitchen turning its walk-in every week to ten days. The structural fact is universal; the specific figures are constructed. Cash consequence owned by Chapter 33.
• Biweekly draft line cleaning as the prevailing industry recommendation for beer, with different intervals for nitro, cider, and wine on tap. Attributed to brewer and draft-quality guidance; confirm with your own brewer and equipment provider.
• Blind counting and surprise counting — widely recommended in industry guidance and inventory-software documentation, and widely skipped. The specific framing that a surprise count recorded only when it finds something is a search rather than a control is the book's own.
• Buffet-segment contraction after 2020 — the segment is widely reported to have contracted sharply and not recovered its footprint.
• Business-interruption coverage and closure-order claims — large volume of denied and litigated restaurant claims arising from 2020 closure orders, turning on "direct physical loss or damage" and virus exclusions; outcomes divergent across jurisdictions and policy-specific (Case Study 1, §33.3).
• Capital replacement reserves — industry guidance commonly suggests 1–2% of sales; independents frequently reserve nothing. §32.8 uses 1.5%.
• Card processing cost as a percentage of net sales for an independent full-service restaurant with a mixed card profile — Bellwether's 2.81% is carried forward from Chapter 26 and is within ordinary ranges; actual cost depends on interchange, assessments, and processor markup.
• Cash as a share of restaurant tender — broadly reported to have fallen well below half of transactions and to have continued declining, with the pace accelerating after 2020 and wide variation by format, neighborhood, and daypart. §34.2 uses 9% for Bellwether illustratively.
• Coinsurance clauses at 80% or 90% in commercial property forms, and the proportional reduction they produce — standard mechanism; the worked example is constructed.
• Color-temperature conventions (2400–2700K warm, 3000K contemporary, 4000K+ commercial) — standard lighting-practice orientation, not a restaurant-specific standard.
• Commercial brokerage compensation customarily paid by the landlord as a percentage of lease value, with a tenant representative's share typically drawn from the same pool — general practice; structures vary and should be confirmed in writing.
• Commercial foodservice utility rebate programs: widely available, materially change payback arithmetic on refrigeration, ventilation, and dish equipment, and typically require pre-approval before purchase. Program specifics unverified and highly local.
• Commercial lease practice: the good-guy clause, blend-and-extend, percentage-rent conversion, partial surrender, assignment and sublease consent regimes, and negotiated termination. Described consistently across brokerage and real-estate-law commentary; terms vary by market and landlord.
• Commissary and central-production economics. The general shape — high fixed cost, savings scaling with units served, break-even well into double digits for a leased facility and materially lower for rented hourly space — reflects industry practice. The specific figures in §37.5 are constructed.
• Commissary kitchen rates — widely variable; monthly arrangements from the low hundreds to the low thousands of dollars depending on market, access hours, and storage.
• Comp benchmarks — full-service guidance commonly puts comps at or below roughly one to two percent of gross sales, with wide variation by service style and check average. §34.3 uses 1.0% for Bellwether.
• Comparable-store sales conventions. Public restaurant and retail companies require a unit to have been open for a stated period — commonly somewhere between twelve and eighteen months — before it enters the comp base, and disclose that definition. The convention is real and near-universal; the specific threshold varies by company and no single industry-standard number exists.
• Cork taint (TCA) incidence — a real and well-known fault; estimates have generally run in the low single digits of cork-finished bottles, with screwcap and technical-cork adoption reducing it. No decimal asserted; §16.6 budgets a loss allowance instead.
• Cost of a single separation in the \$700–\$6,000 band depending on position (established in Chapter 17). Published estimates vary widely with methodology — whether lost productivity, manager time, and covers a green server cannot handle are counted. Authors and readers should build position-specific figures.
• Cost-of-turnover estimates for hourly restaurant positions, commonly cited in hospitality trade press in the range of roughly one to two thousand dollars, with multiples of that for salaried roles. This chapter builds its figures from components rather than borrowing them.
• Deposit and cancellation schedules structured against remaining re-sale time are common practice. The four-tier schedule in §29.5 is constructed to be legible rather than copied from a standard form. Contract terms are legal instruments and must be drafted or reviewed by an attorney licensed where the restaurant operates.
• Draft yield loss of 8–15% on a well-maintained system. Standard figure in draft-quality guidance, brewer technical materials, and equipment-vendor literature; a practical operating range, not a measured constant. Bellwether plans 12%.
• Effective card-processing rates — full service commonly described in the range of roughly 2.3–3.2% of net sales depending on card mix, average ticket, pricing model, and markup. Ch. 26 established Bellwether's at 2.81%; compute your own as total fees ÷ total card volume.
• Employee theft as a share of restaurant sales — figures in the low single digits circulate widely, most commonly three to four percent, and no rigorous source has been found for any of them. Never quote a percentage-of-sales theft figure as data. The defensible statement: employee theft in restaurants is real, more common in cash-heavy and beverage-heavy operations, published estimates vary enormously, and the only figure an operator can defend is one measured in their own building.
• Employer payroll burden of roughly 11–18% all-in (FICA 7.65% plus federal and state unemployment insurance plus workers' compensation, before benefits) — real components, real variation. Workers' compensation for restaurant classifications varies dramatically by state, classification code, and experience rating. The chapter's 14% is labeled illustrative and a sensitivity is given.
• Equipment lessors generally financing new, titled, serial-numbered assets with a resale market, and used equipment frequently being unleasable — general commercial practice, stated as a tendency, with the instruction to confirm with the reader's own lease facility. Connects to the \$60,000 equipment lease frozen in Ch. 5's capital stack.
• Federal tip-pooling rules and their change over time, including the 2018 amendment to the FLSA permitting tip pools that include non-tipped employees where the employer does not take a tip credit. Referenced only in passing in Case Study 1; Chapter 20 §20.2–20.4 owns the analysis.
• Festival and event vendor fee structures — both flat space fees and percentage-of-gross arrangements are standard; percentage arrangements commonly fall in the 15%–25% range. Weather policies are commonly non-refundable.
• Food truck acquisition costs — industry guidance and the used-vehicle market place a serviceable used truck with an existing kitchen in the tens of thousands and new custom builds commonly in the \$150,000–\$250,000+ band. Ranges only; verify with builder quotes and regional listings.
• Food truck trade associations and state-level mobile-food advocacy groups — the fastest practical route to accurate local permit information.
• Food-psychology research on descriptive menu labels — a substantial portion of the most-cited work in this specific area has been subject to correction and retraction in recent years. §10.6 states this without naming an individual and advises readers to check the current status of any specific finding before repeating it. No percentage lift is asserted anywhere in the chapter.
• Food-waste generation rates at full-service restaurants: published estimates exist and vary widely by service style, menu, and measurement method. This chapter deliberately quotes no national tonnage or percentage.
• Four-week period accounting. Widely used in multi-unit foodservice because each period contains the same number of each weekday; a genuine convention rather than a rule, and many good operators use calendar months with adjustments.
• Franchise brokers and "franchise consultants" — a significant share of U.S. franchise sales involves an intermediary typically compensated by the franchisor on a completed sale. Not disqualifying; a fact a buyer should know before weighting the advice.
• Franchise resale — a secondary market exists for existing franchised units, brokered by franchisors and by independent business brokers. A franchised unit in a healthy system is generally regarded as more readily saleable than a comparable independent because the buyer inherits transferable systems rather than a person. Treated in §36.6 as a real but unquantified component of a franchisee's total return.
• Franchisee-franchisor disputes as a category — disputes over encroachment, required purchases and supplier rebates, advertising-fund administration, mandated remodels, mandated promotional pricing, and termination are a real, recurring, well-documented category of U.S. commercial litigation and arbitration. This chapter deliberately treats the category and names no company's conduct. Item 3 of any FDD and the dispute-resolution clauses in Item 17 are where a reader can see the shape of it.
• Franchisor scale economics — practitioners consistently describe the franchisor business as one that does not cover its fixed cost base until a system reaches a unit count in the dozens rather than the handful, the turning point depending on average unit volume, royalty rate, and the depth of promised support. The eighteen-unit and forty-unit models in §36.8 are constructed to show the shape of the curve, not to locate the turning point.
• Free pour drifting upward rather than downward. Direction is reliable and explained by the incentive structure; magnitude must be measured in each bar. The quarter-ounce figure in Figure 15.5 is constructed to be representative.
• Full-service independent net margins in the 3–6% range — widely reported; complicated by whether owner labor is expensed or taken as profit, which makes cross-restaurant comparison unreliable.
• Full-service restaurant turnover benchmarked at roughly 75% annually, higher in quick service and generally lower in fine dining. Used as the book's reference point; stated as a range and shape, never as a decimal.
• Fully loaded hourly labor rates of \$19.00–\$21.00 used in §10.4 and the exercises — planning figures chosen for legibility. The real number depends on wage, payroll taxes, benefits, and jurisdiction; Ch. 19 builds it properly.
• Fully loaded labor rates (wage plus payroll taxes plus benefits) — the \$19/hour prep figure used throughout this chapter is illustrative and varies enormously by market and position; Chapter 19 builds the real one.
• Ghost-kitchen license fees — negotiated and not published; facility fees for a small suite commonly described in the low thousands per month, sometimes with a percentage-of-sales component, plus utilities and pass-throughs.
• Goodhart's observation — that a measure ceases to be a good measure once it becomes a target — associated with the economist Charles Goodhart and usually stated informally. Used in §37.7 as a framing device, not as a citation.
• Guest price perception in no-tipping conversions: the well-understood effect that guests compare posted menu prices rather than total checks. Chapter 10 owns menu-pricing psychology.
• Guest willingness to pay for sourcing and sustainability attributes: survey findings are consistently positive and consistently exceed observed point-of-sale behavior.
• High-volume ADA demand-letter practice — a documented and widely reported feature of the American enforcement landscape, attracting substantial criticism. Not quantified in this chapter.
• Ideal-to-actual variance tolerances (under ~1 point normal, 1–2 investigate, above 2 act) — widely used operator convention rather than a published standard; tighter in high-volume, low-item-count operations and looser where there is heavy scratch production and a changing menu.
• Illustrative market costs for signage, acoustic treatment, identity work, name changes, and menu printing — all market-dependent and variable by an order of magnitude with city, landlord requirements, and permit process.
• Industry benchmark for comps and discounts as a percentage of sales. §23.4 uses 0.8% as the target and 2.0% as the drift case, both carried forward from Chapter 1 §1.4 rather than newly asserted.
• Industry benchmark ranges for prime cost (full service at or below 60% of sales; mid-60s survivable but tight) and occupancy (commonly 6–10% of sales for full service, structural above roughly 10%). Widely repeated across trade publications, consultants, and lender underwriting practice; treat as orientation, not precision.
• Industry benchmark ranges for prime cost, occupancy, and other operating expense in full service — prime at or below 60%, occupancy under roughly 8–10%, mid-60s prime survivable but tight. National Restaurant Association and major foodservice accounting practices publish periodic benchmark material. Ranges, not targets.
• Industry discussion of reservation no-show rates: extensive commentary, very little generalizable data; reported rates vary by an order of magnitude with market, price point, day of week, and whether a confirmation was sent. The chapter deliberately declines to quote a number and hands policy to Chapter 24.
• Industry guidance and platform defaults on full-service dinner dwell times: commonly placed somewhere in the seventy-five-minute to two-hour range for a two-top in casual full service, longer for four-tops and large parties, with enormous variation by concept, menu length, and market. Range given, not a figure. §22.5 instructs the reader to measure their own.
• Industry turnover, food-cost, and prime-cost norms carried forward from Chapters 1 and 11; ranges only.
• Item-count conventions by service style (a full-service independent typically in the twenties to low thirties of food items) — operator convention and trade-press consensus, not a measured finding; highly variable by concept.
• Joint employment — the legal standard for when a franchisor and franchisee are treated as joint employers of the franchisee's workers has moved repeatedly through agency rulemaking and litigation and remains contested. Affects wage-and-hour exposure, organizing, and how much operational control a franchisor writes down. Track through counsel; no single account of "the current rule" is safe to rely on.
• Jurisdictional rules on how a mandatory service charge must be disclosed, and in some places on whether the term may be used at all, have moved in recent years. Real and variable; verify locally rather than copying another state's contract.
• Liquor license prices in quota markets — widely reported to run well into six figures in constrained municipalities, highly variable by county and town, and moving with local demand and legislative activity. Ch. 8 gives no figure for any real market and labels its \$120,000 illustration as constructed.
• Liquor licensing in franchised units — licenses are issued by state or local authorities to an entity at a location and generally do not transfer with a franchise agreement; the dram-shop exposure sits with the licensee. Consistent with Ch. 8; jurisdiction-specific.
• Liquor licensing timelines of "months, not weeks" — practitioner convention rather than a measured statistic. The chapter instructs readers to obtain the authority's current realistic processing time, which differs from the statutory maximum.
• Long-term wine storage consensus — approximately 55°F, dark, still, humid, bottles on their side for cork-finished closures. The directional claim that warmer storage accelerates aging is well accepted; §16.6 deliberately declines to assert a multiplier.
• Make-up air supplied mechanically at roughly 80–90% of exhaust volume, with the remainder transferred from the conditioned space to hold the kitchen slightly negative — common design practice, explicitly labeled in §7.6 as an engineered result rather than a copyable rule.
• Menu contraction during and after 2020 — the direction is well documented in trade coverage and operator statements; specific national percentages vary by population counted, window, and definition of an "item." Case Study 1 deliberately declines to assert one, and says why.
• Menu-engineering practice and the matrix framework associated with Kasavana and Smith — real and widely taught; its documented limitations are as instructive as the framework. Ch. 12 owns it. Ch. 10 previews it without defining any of its terms.
• Merchant cash advances and daily-remittance financing — pricing as factor rates rather than APRs, repayment via holdback on card settlement, effective annualized costs routinely far above conventional credit. Industry commentary, small-business advocacy reporting, and state and federal attention to commercial-financing disclosure. Specific factors and holdbacks vary enormously (§33.8, Case Study 2).
• Mobile food unit commissary requirements. Most U.S. jurisdictions require a mobile food establishment to operate from an approved commissary or base of operations with documented servicing; the requirement is near-universal in structure and the specifics vary by county and city. Verify locally.
• National Restaurant Association — guest-experience and operations research. Directional only; methodology notes matter.
• Net change orders and schedule slippage on restaurant conversions — carried forward from Ch. 6 §6.6–6.7, where they are attributed at Tier 2, because a slipped certificate of occupancy is the most common way a sound pre-opening plan is destroyed.
• Net change orders commonly landing in the range of 8–15% of the contract sum on restaurant conversions — planning number drawn from practitioner convention; explicitly labeled as such in §6.6 and not presented as a measured figure.
• Occasion-based segmentation as a method — long established in consumer packaged goods and retail practice; its application to restaurant concept development is standard consulting practice rather than a documented academic framework.
• Occupancy cost benchmarks of 6–10% of sales for full service, with under 8% as a working target — industry rules of thumb appearing consistently across trade press, brokerage commentary, and operator convention; not the output of a single definitive study, and materially variable by market and service style. Consistent with the ranges given in Ch. 1 §1.2.
• Occupancy cost guidance — full service commonly 6–10% of sales, with under 8% generally considered healthy; the largest genuinely fixed line on most restaurant P&Ls and the one set once, at lease signing.
• Off-premise share of restaurant sales after 2020 — broadly reported to have stepped up during the shutdowns and remained above its 2019 level; direction and durability well attested, specific percentages should be treated as estimates.
• Open-bottle windows by wine style (roughly 1 day for sparkling with a proper stopper, 2–3 days for most whites and light reds, 2–4 for structured reds, weeks for fortified). Working practitioner estimates, not laboratory findings; §16.5 tells the reader to build their own from their own open-bottle log.
• Opening inventory conventions — roughly 1–1.5 weeks of food usage and roughly 4–5 weeks of beverage usage, on the practitioner logic that a bar buys depth rather than turnover. Trade convention, not a measured benchmark; highly sensitive to menu breadth, wine-list size, and delivery frequency.
• Payment terms in foodservice distribution — COD for new accounts, net 7 for high-frequency produce and dairy, net 14 as a common established broadline term, 2/10 net 30 in dry goods. Negotiated account by account; varies by distributor, region, and volume (§33.4).
• Payroll burden rates — employer payroll taxes, workers' compensation, and benefits commonly estimated at 10–20% of gross wages for a restaurant, with workers' comp varying sharply by state and classification. Ch. 32 uses 13.0% for Bellwether as an illustrative figure.
• Peak-hour arrival concentration of roughly 35–38% of a service's covers, and roughly 1.6–1.8 plates per cover at a full-service American restaurant — planning conventions used to derive the kitchen's peak-hour load. Both vary by concept, coursing, and reservation policy; both are labeled as assumptions in the text.
• Percentage rent as standard in enclosed malls and lifestyle centers and uncommon in street retail — trade convention, stated as a tendency rather than a rule.
• Permit and license fee levels — the \$14,550 one-time and \$7,305 recurring stacks are constructed to be realistic and internally consistent. Every component is published by an issuing authority in a real jurisdiction and is verifiable locally.
• Personal guarantees, fee-shifting clauses, and security interests appearing inside vendor trade credit applications — common industry practice; prevalence not quantified.
• Placing workers' compensation inside the labor line rather than in insurance, so that it falls inside prime cost, is a deliberate choice consistent with foodservice practice. It is defensible rather than universal, and Case Study 1's discussion questions invite the reader to argue the other side.
• Pour-cost benchmark ranges by category: spirits generally mid-teens to low twenties; draft beer low-to-mid twenties; package beer higher; wine high twenties to mid thirties; blended full-service pour cost high teens to mid twenties. Widely repeated operating rules of thumb rather than research findings; vary with market and pricing philosophy. Bellwether's category targets are constructed to sit inside these ranges.
• Practitioner consensus that a disciplined ninety-day operational program can recover three to five points of prime cost in an operation that had no controls in place, and less where some existed. We are not aware of a rigorous published study establishing the range; measure your own.
• Practitioner training manuals and hospitality-program curricula on the steps of service. Broadly consistent on the sequence — greet, seat, greet, beverage, order, course, touch, clear, check, farewell — and divergent on the standards attached, which is where the judgment lives.
• Pre-opening cost as a share of total project cost — figures from a few percent to low double digits circulate in trade guidance, with the variation driven largely by whether opening inventory and the working-capital reserve are counted inside or outside the line. Bellwether's 11.5% is stated as an output of a bottom-up build, not as a benchmark, and §9.1 explicitly warns against substituting a percentage rule of thumb for a build.
• Prevalence of Item 19 financial performance representations — the share of systems making some form of FPR has trended upward over the years and a substantial number still make none. No specific figure is quoted in this chapter and none should be.
• Price-setting by franchisors — whether and how a franchisor may control a franchisee's retail prices is a genuinely complicated legal question with a long history; agreements handle it differently, and many systems mandate prices for specific promotions and delivery channels while suggesting them elsewhere. Deliberately left unresolved in the text with a direction to counsel.
• Prime cost benchmarks by service style — full-service guidance generally at or below 60% of sales, mid-60s survivable, 70%+ indicating distress; quick service lower. Ranges, not laws.
• Prime-cost and food-cost benchmarks by service style — full-service guidance generally puts prime cost at or below 60% and food cost in the high twenties to low thirties; narrow, cross-utilized small-format menus frequently run tighter on both halves.
• Prime-cost benchmarks (≤60% full service, ≤55% quick service) — widely used operator convention rather than a published standard.
• Published yield tables and distributor yield claims — real and useful as a starting hypothesis, but systematically not transferable between kitchens for the four reasons given in §11.4 (conditions, spec, by-product use, product variability).
• Q factor as a named concept in foodservice costing — real practice, used inconsistently across operators as to what it includes (bread and condiments always; staff meal and coffee accompaniments variably). The chapter states its inclusions explicitly rather than assuming a standard.
• Reasons hourly employees leave: workforce research across industries consistently ranks schedule predictability, the immediate supervisor, and advancement opportunity at least as high as base pay among reasons for voluntary departure. Attributed as a well-supported pattern; no percentage is quoted.
• Refrigerated storage of roughly 1–1.5 cubic feet per meal served per day, and an 8 × 10 walk-in supporting roughly 100–150 covers a day on two or three deliveries a week — planning heuristics, stated as ranges in §7.3 with a "verify against your own menu" caveat.
• Regulatory and legislative pressure on non-compete agreements for low-wage workers, and antitrust scrutiny of employer no-poach agreements including among franchisees. Both are real and both are jurisdiction-dependent and in flux; verify locally.
• Reporting that non-wage terms — schedule stability, predictability, benefits — featured prominently in workers' decisions not to return to restaurant work after 2020. Reflects the weight of contemporaneous reporting rather than a single controlled study.
• Reservation-platform and guest-CRM vendor documentation (guest profiles, retention, export, privacy terms). Referenced generically; no vendor named.
• Reservation-platform pricing (subscription, per-cover, and marketplace-commission models). Explicitly not quoted; the chapter instructs the reader to obtain three current quotes and hands the P&L modeling to Chapter 26.
• Reservation-platform vendor documentation and help centers, as the best available practical writing on pacing rules, turn-time settings by party size, table-combination logic, and inventory hold-back. Read as craft documentation and read skeptically where it prescribes what a setting should be — the vendor knows your seat count and does not know your kitchen.
• Restaurant build-out cost per square foot — varies so widely by market, finish level, reusable infrastructure, and labor structure that no single national figure is meaningful. Bellwether's \$110.71/sq ft is a constructed illustration, not a benchmark.
• Restaurant equipment and mechanical pricing — varies so widely by market, manufacturer, condition, season, roof access, and labor structure that no single national figure is meaningful. Every dollar figure in §7.6 is explicitly labeled a constructed illustration, with the instruction to get three local bids on a complete drawing set.
• Restaurant failure rates — roughly one in four restaurants do not reach their first anniversary and something close to six in ten are gone within three years, per the published research (H.G. Parsa and colleagues, via Cornell). The 90% and year-one-60% figures are myths and the book states so in Chapter 1.
• Restaurant failure rates — where the chapter touches survival, it stays consistent with Ch. 1: roughly a quarter of restaurants do not reach the first anniversary and something close to six in ten are gone within three years. The 90% and year-one-60% figures are myth and are never asserted.
• Restaurant failure shape, carried from Chapter 1: roughly a quarter of restaurants do not reach a first anniversary and close to six in ten are gone within three years, per the published research (Parsa and colleagues, via Cornell). Referenced in this chapter only by consistency — the 90% and year-one-60% figures are myths and appear nowhere.
• Restaurant industry annual turnover of roughly 75%, used in §16.7 and the Business Plan checkpoint to argue for a repeated tasting program over a one-time credential. Consistent with the figure used throughout this book.
• Restaurant inventory turnover norms — fast-turning food against slow-turning beverage and wine, and the resulting split in days inventory outstanding. Practitioner observation; the 9.2-day food / 73.7-day beverage split for Bellwether is constructed to sit inside plausible ranges (§33.2).
• Restaurant liquor-license conditions tied to a minimum food percentage of gross receipts — a real and common structural feature of restaurant license classes, stated as a category rather than as any state's rule.
• Restaurant loss prevention as an occupational specialty in large multi-unit operators — real, and the origin of much of the trade writing on this subject, most of which is produced by parties selling loss-prevention products.
• Restaurant revenue-management literature adapted from hotel and airline practice — the perishable-inventory framing and duration management. Chapter 24 develops RevPASH from this tradition; Chapter 22 borrows only the narrower idea that duration is a managed variable.
• Restaurant tabletop breakage and loss at 35–45% of the opening package annually — a widely used planning assumption; moves substantially with service style, dish-pit design, volume, and staff tenure.
• Restaurant turnover in the region of 75% annually, front-loaded during an opening — stated as an industry-scale order of magnitude consistent with Ch. 1 and Ch. 17, not as a measured figure. Over-hiring the floor by roughly 15–20% against opening attrition is practitioner convention.
• Restaurant turnover — widely described as around 75% annually industry-wide, with wide variation by position and market.
• Restaurant-level / unit-level controllable profit. The margin drawn before corporate overhead, depreciation, interest, and taxes. The concept is standard across the industry; the exact line placement varies by operator, which is why §37.6 insists each group writes and freezes its own definition.
• Retainage of 5–10% per draw, CAM caps of 4–5% per year on controllable expenses, holdover penalties of 150–200%, and renewal-option notice periods of 9–12 months — all common market practice, all variable by market and by document.
• Royalty and advertising-fund rates in restaurant franchising — commonly in the low-to-mid single digits of gross sales for royalties, with advertising-fund contributions typically smaller again. Total recurring fee loads frequently run meaningfully higher than the royalty alone once technology fees, local marketing minimums, loyalty-program fees, and required training and convention costs are added. Ranges vary enormously by system, format, and vintage; the only authoritative source for a specific brand is that brand's current FDD. Every rate used in this chapter is illustrative and labeled.
• Sales per seat as a sanity check on a revenue forecast — standard practice among lenders and consultants; usable ranges vary so widely by service style, price point, and market that any single quoted range would be false precision. Used comparatively in Exercise 2.22.
• Seafood species substitution: repeatedly documented as occurring between the boat and the plate, often without the restaurant's knowledge; reported rates vary substantially by species, region, and study.
• Seat-turn and turn-time norms by service style and daypart — real, widely used, and highly variable. This chapter gives a method for observing them rather than a table to copy; Chapters 22 and 24 develop them.
• Selecting counsel — practitioners consistently advise using an attorney who does franchise work specifically rather than a general business lawyer, on the grounds that the FDD and the franchise agreement are a specialized body of practice with strong conventions. Bar associations, the ABA's franchising forum, and franchisee associations are the usual referral routes.
• Server training of 40–60 hours before opening for a chef-driven full-service menu with a bar — practitioner convention offered as orientation, with the chapter noting that most operators who opened well wish they had bought more.
• Service-charge percentages in the 18–22% range, per-head pricing conventions, and typical minimum-to-food-cost relationships are widely observed in the trade and vary enormously by market, service style, and property type. Every figure in this chapter is labeled illustrative and built from components rather than borrowed.
• Shake dilution of roughly 20–25% of drink volume; stirred dilution 15–20%. Standard bartending guidance; varies with ice quality, technique, and duration.
• Shared-kitchen and incubator rates — hourly access commonly quoted around \$18–\$45/hour, with monthly blocks and separate dry and cold storage fees.
• Soft openings as standard industry practice, most formalized in hotel food-and-beverage operations, multi-unit groups, and venue foodservice, and most often skipped by independent operators — well attested in trade coverage as a practice. No study is cited or implied for the claim that structured soft opens improve first-year outcomes; the chapter does not assert one.
• Solid-fuel cooking appliances carrying additional exhaust, clearance, fire-protection, and cleaning-access requirements beyond ordinary commercial cooking equipment — a real and widespread feature of American mechanical and fire codes, stated at the level of structure because local adoption varies. Sizing and pricing belong to Ch. 7.
• Solid-fuel hood-cleaning frequency generally exceeding that required for gas equipment — trade and code convention, stated at the level of structure in §7.6 and §7.7.
• Span of control. Confident numbers (five, seven, ten) circulate widely and should be treated as folklore absent a citation; the management literature is old, contested, and largely not about restaurants. §37.4's time-budget formulation is offered because it is auditable against the reader's own calendar rather than borrowed.
• Square-feet-per-seat planning ranges (≈10–12 counter/high-turn, 12–15 casual full service, 15–18 upscale casual, 18–22+ fine dining, 10–12 seated banquet) — long-standing foodservice design convention appearing consistently across design references and practice; not the output of a single study, and materially variable with table mix, banquette use, and aisle strategy.
• Standard commercial general liability forms containing a liquor liability exclusion for businesses that sell or serve alcohol — standard market practice in American CGL forms, stated structurally.
• Standard disher and ladle sizing, with the disher number denoting scoops per quart — a genuine and consistent industry convention, though manufacturers vary slightly and worn tools drift; verify against the tools in your own kitchen.
• Standard restaurant cost-category ranges (COGS 28–33%, labor 30–36%, occupancy 6–10%, other operating 12–18%, G&A 2–5%) — industry rules of thumb appearing consistently across trade press and consulting practice; not the output of a single definitive study and materially variable by service style and market.
• Standard restaurant cost-category ranges and the prime-cost benchmark, carried forward from Chapter 1 — industry rules of thumb, not the output of a single definitive study, and materially variable by service style and market.
• State accessibility statutes that add monetary damages beyond the federal standard — real in several states, stated as a category the reader must check rather than as a named rule.
• State comprehensive consumer-privacy statutes, the California Consumer Privacy Act as amended by the CPRA being the best known. A growing number of states have enacted such laws; coverage thresholds, definitions, and small-business exemptions vary enormously and the landscape is moving. §23.5 names the structure and directs the reader to verify locally.
• State restrictions on intentionally added PFAS in food packaging: enacted by a growing number of states, with early movers in New England and the Pacific Northwest; federal regulators subsequently reported that certain grease-proofing PFAS substances were no longer being marketed for food-contact use in the United States. Specific statutory citations and dates unverified here.
• Statutory credit terms on alcohol in three-tier states — credit limits or cash-on-delivery requirements from wholesaler to retailer, frequently backed by a delinquency list that suspends purchasing across all distributors. Entirely jurisdictional; verify with the state alcoholic beverage control agency (§33.4).
• The "90% of restaurants fail in year one" claim — folklore, unsourced, and not repeated in this book. Treat any distress-related source that quotes it as unchecked throughout.
• The "for every complaint you hear, N go unheard" family of claims — traceable to consumer-affairs research from the 1970s–80s in other industries, repeated since with undeserved precision. §23.7 uses only the directional version.
• The "glass price equals wholesale bottle cost" convention for by-the-glass pricing. Long-standing trade practice; lands near a 20% pour cost at a five-glass yield. Breaks at both ends of the range, as §16.5 shows.
• The "roughly 75% annual restaurant turnover" figure — widely reported in trade press and association research; directionally sound but highly variable by year, position, market, and whether seasonal separations are counted. Use as "very high and variable," not as a precise statistic.
• The "second-cheapest bottle" pattern — long-standing trade lore that a disproportionate share of bottle orders land on the second-least-expensive selection. Treated in §16.4 as a pattern to test in one's own POS data rather than as an established finding; the published evidence is thinner than the confidence with which it is repeated.
• The 70% popularity threshold. Universal industry convention. Attributed as a convention rather than a finding; §12.2 states explicitly that we can establish no substantial empirical basis for 70% over 60% or 80%, and demonstrates that moving it to 100% of expected share changes the recommendation for two of five Bellwether items.
• The 10–15% construction-contingency rule of thumb for a second-generation restaurant conversion — practitioner experience and trade convention rather than a published statistic. Ch. 1 §1.4 states the same range.
• The 2.5× working range for highest-to-lowest entrée price within a category — practitioner convention, stated as a rule of thumb in §10.7.
• The 28–32% full-service food cost range, and the higher ranges commonly cited for fine dining — industry rules of thumb appearing consistently across trade press, consulting practice, and operator convention; not the output of a single definitive study, and materially variable by concept, market, and sales mix.
• The 2–5% waste-allowance range — common practice rather than a standard; the correct figure for a given restaurant is settled by its waste log, not by a reference.
• The 4-4-5 and 13-period calendars are genuinely standard in multi-unit foodservice and retail, and the rationale — comparable periods with consistent day-of-week counts — is well established. The specific demonstration that a five-Friday month distorts a month-over-month comparison is arithmetic rather than research.
• The 60–70% FOH / 30–40% BOH split for full service — trade convention. Menu complexity, scratch production, and storage strategy move it substantially.
• The attribution of the "90%" statistic to a study at a large university — itself unverified; multiple researchers and trade writers report being unable to locate any such study.
• The buffet-versus-plated tradeoff — buffet production at roughly 115–120% of the guaranteed count against a service-labor saving — reflects consistent operator practice. The crossover point near 80 guests is derived from this chapter's own cost structure, not from published research, and moves with wage rates and food costs.
• The characterization of how operators responded to the 2020 closures in Case Study 16.2 — cellar liquidation where permitted, fast-moving inventory selling and prestige inventory not — is industry pattern rather than a documented study.
• The claim that higher ambient noise shortens dining time and reduces beverage attachment — consistent with operator experience and with a body of hospitality and consumer research on ambient sound; the effect sizes used in §3.7 are constructed for teaching and must not be imported into a real plan.
• The claim that most independent restaurants receive monthly statements roughly two to three weeks after period close reflects consistent operator report rather than survey data. The direction is not seriously contested; the nineteen-day lag in Case Study 2 is a constructed figure chosen to be representative.
• The claim that prices ending in .95 or .99 signal value while whole numbers signal quality — widely believed, weakly evidenced in restaurants specifically.
• The claim that removing currency symbols from a menu increases spend — usually attributed to hospitality-school research. Such work exists; reported effects were modest and samples small, and it has been repeated far more often than replicated. Treated as a weakly supported hypothesis.
• The concentration of restaurant separations within the first ninety days — consistently reported by operators and in trade research; no definitive published distribution pinned down, and it varies by position and market.
• The convention that most independent full-service restaurants draw roughly 60–80% of covers from within about a ten-minute drive — widely used planning heuristic among operators, brokers, and site consultants; not the output of a single definitive study, and materially variable by format, density, price point, and destination reputation. Measure your own draw from reservation and loyalty data once open.
• The equity-injection expectation for an SBA startup loan, frequently described as roughly ten percent or more of total project cost — consistent across lender guidance and advisory material, but lender-dependent and policy-dependent rather than a fixed published threshold.
• The full-service benchmark ranges carried forward from Chapter 1 (cost of sales 28–33%, labor 30–36%, occupancy 6–10%, other operating 12–18%, G&A 2–5%, prime cost at or below 60%) are industry rules of thumb appearing consistently across trade press, consulting practice, and operator convention. Not the output of a single definitive study, and materially variable by service style and market.
• The ghost-kitchen sector's expansion and subsequent contraction — extensively covered in trade press; used here structurally. Treat any source supplying precise unit counts or operator financials with suspicion.
• The honeymoon period, a commonly observed duration of six to twelve weeks, and the pattern of midweek covers falling substantially faster than weekend covers — very widely observed by operators and consistent with the failure pattern Ch. 1 §1.1 describes from the other end. The shape is attested; the magnitude and duration vary and no decimal is quoted.
• The hotel banquet conventions described in Case Study 1 — the banquet event order, the guaranteed count, the split between a food-and-beverage minimum and a room or site fee, and the mandatory service charge — are universal in hotel practice and well covered in hospitality management education. Their structure and purpose are described confidently; the historical claim that hotels developed them first is a reasonable reading of industry practice rather than a documented chronology.
• The observation that first restaurant revenue forecasts commonly overstate by roughly a quarter — a pattern described consistently by lenders, restaurant accountants, and operators, and demonstrated arithmetically in this chapter's Case Study 2 composites. Not a measured statistic; must never be quoted as one. What is defensible is the mechanism, not a figure.
• The off-site failure list in §29.8 — items left behind, inadequate power, rooms not ready, nowhere for dirty plates, holding time overrunning the client's programme — is drawn from consistent operator report rather than survey data, and its ordering is a judgment.
• The open-kitchen trend, and its recurring acoustic, heat, throughput, and check-average consequences — real and widely observable; the specific percentages in Case Study 2 are constructed and labeled as a composite.
• The peak hour delivering roughly a third or more of a dinner service's covers — consistent with operator experience and reservation-platform behavior. The specific 37% planning rule used throughout Ch. 7 is derived from the chapter's own constructed seating curve and is labeled a constructed planning number, handed to Ch. 14 for replacement with real ticket data.
• The personal-guarantee threshold for SBA loans, commonly cited as ownership at or above 20% — widely reported and consistent with how lenders describe the program; requirements change.
• The prevalence of good-guy clauses — common in some American markets (notably New York) and essentially unknown in others; stated in the chapter as a market-dependent practice rather than a general rule.
• The recurring reasons restaurant loan applications are declined (insufficient or unverifiable injection; projections without assumptions; unsupported revenue; culinary-only management experience; a use of proceeds that does not tie; undisclosed credit problems; an unnegotiated lease) — assembled from consistent lender and advisor description. Real industry practice, not a published statistic.
• The restaurant critic's grace period before formally reviewing a new restaurant — a widely-stated professional convention with real variation in length and genuine public disagreement about whether it should exist. Presented in Case Study 1 as attributed practice, explicitly not as a rule, and explicitly as binding no guest.
• The seating-density bands in Figure 3.4 (12–14 / 15–17 / 18–20 / 21–24 / 25+ sq ft per seat) — conventions vary widely across sources and, more importantly, across whether the figure counts dining-floor area only or total front-of-house area. Published figures rarely say which.
• The services-marketing literature on service recovery and the service recovery paradox (late 1980s onward). Real body of work; the paradox has been observed but does not replicate consistently, and effect sizes vary substantially by industry and failure severity. Attributed as real-but-contested in §23.4; no figure quoted.
• The sixty-to-ninety-day working-capital rule for independent full-service restaurants — widespread practitioner and lending-checklist guidance rather than a published standard. Used in §33.3 as a cross-check on the bottom-up build.
• The sound bands in Figure 3.3 (55–62 / 63–70 / 71–77 / 78–84 / 85+ dBA and their behavioral descriptions) — widely shared practice among acousticians, designers, and operators rather than a single published dining-room standard. Ranges, not laws.
• The standing convention figures used throughout this chapter — employer payroll taxes at 9.25% of wages, workers' compensation at 2.90%, a total wage burden of 20.5%, and a blended hourly rate of \$14.70 — are constructed for Bellwether and internally consistent. Real burden rates vary substantially with state unemployment-insurance experience rating, workers' comp classification and claims history, benefit design, and the mix of tipped and non-tipped positions. Build your own from your own payroll register.
• The superiority of structured over unstructured interviews for predicting job performance — among the more robust findings in the industrial and organizational psychology literature, reported across decades of meta-analytic work. The direction is not seriously contested; effect sizes vary by study and method, and some widely circulated validity coefficients have been revised downward in later re-analyses. No coefficient is quoted in this chapter.
• The tenths method and its approximate ±5% per-bottle accuracy. Universal industry practice with universal informal tolerance figures. The claim that the error is random rather than systematic — and therefore cancels across a full count provided the same person counts the same way — is an operating principle rather than a measured finding.
• The treatment of comps as contra-revenue rather than as a marketing expense is the majority convention and is what USAR contemplates, but practice varies among operators and bookkeepers. The argument in §31.8 and Exercise 31.21 is ours; the consequence — inflated net sales and understated cost percentages — is arithmetic any reader can verify.
• Third-party anonymous reporting/ethics-line services priced for small employers (order of a few hundred dollars a year). No provider named or endorsed.
• Third-party delivery commission ranges — commonly described in the 15–30% range depending on service level, market, and negotiated terms, with processing and promotional fees layered on.
• Third-party delivery commission rates — commonly described in the 15%–30% band by service tier, with optional-in-practice-competitive advertising spend on top; first-party ordering incurs payment processing rather than commission. Chapter 28's territory.
• Ticket-time norms, station-throughput conventions, per-item dwell times on a wood fire, the twelve-position hearth assumption, and the 60% practical packing efficiency in §10.4 — all practitioner estimates, explicitly labeled as the menu stating a requirement the equipment schedule must satisfy. Any kitchen can measure its own in a week.
• Total cost of risk transfer for a full-service restaurant with a bar in the range of roughly 2–3% of sales — orientation drawn from practitioner convention and broker commentary, not a published study. Enormously variable by state, carrier, loss history, and exposure.
• Trade and general press coverage of the American no-tipping experiments, roughly 2015–2020 (Eater, Restaurant Business, Nation's Restaurant News, and general business press). Rich contemporaneous narrative; essentially no verifiable internal financials. Used in Case Study 1 and explicitly labeled Tier 2 there.
• Trade press and general press coverage of table time limits and the post-reopening operational reset, 2020–2023. Positions well represented; underlying data mostly not. Case Study 2 reads it for the arguments, not the numbers.
• Trade-area and drive-time conventions imported from retail site selection (ten-minute drive for full service, five-minute walk in a dense urban core, arterials and rivers treated as hard edges) — established practitioner heuristics rather than published findings.
• Traditional "three times wholesale" wine markup, and the standard practice of laddered or tiered markup schedules in serious programs. The specific breakpoints in Figure 16.2 are constructed for Bellwether.
• Traffic / price / mix decomposition. Standard practice in multi-unit reporting; public operators routinely break comparable sales into transaction and average-check components and often separate menu price from mix. The structure is reliable; any specific published figure belongs to that company and that period.
• Truck maintenance and downtime costs — a step-van transmission commonly cited in the \$4,500–\$7,000 range plus five to ten days out of service; illustrative, and the downtime is usually the larger cost.
• Turnaround Management Association and the broader restructuring profession — material on workouts, forbearance, and out-of-court restructuring. Frameworks transfer to independents; cost assumptions do not.
• Used foodservice equipment recovery values under time pressure — commonly a small fraction of original cost, varying enormously by category, age, and market. Obtain an actual dealer or auctioneer quote before relying on any figure.
• Utility end-use allocation in full-service restaurants: industry and utility-program guidance consistently places cooking equipment and its ventilation as the largest end use, with refrigeration and water heating both larger than lighting. Figure 38.4's split is illustrative in shape, not a measurement.
• Visit-frequency planning bands (three to eight visits per guest per year for a neighborhood full-service restaurant) — a planning range, not a measured statistic; the disciplined practice is to run the capture-rate calculation across a range rather than to select a single figure.
• Void rates — no reliable public benchmark exists; void volume depends on menu complexity, modifier design, and printer routing. Measure your own distribution and compare employees to your own house average.
• Waste and organics hauling pricing is highly local and frequently negotiable; adding organics service often permits a reduction in trash service. Price the net.
• Water and sewer rates vary by roughly a factor of five across American municipalities. The $12 per thousand gallons used in §38.5 is illustrative only.
• Whole-menu reprint economics (roughly \$0.40–\$0.50 per menu in-house on uncoated stock vs. \$1.80+ letterpress) — consistent with the figures Ch. 3 §3.5 used; trade convention rather than a surveyed price.
• Wine preservation equipment categories — argon and nitrogen dispensing systems, needle-through-the-cork systems (Coravin being the best-known), vacuum stoppers, and inert-gas sprays. All real product categories in general use. Every price in §16.5 is labeled illustrative.
• Workers' compensation rates for restaurant classification codes expressed in dollars per \$100 of payroll — real mechanism, real units; the \$2.90 and \$3.15 rates used in the chapter and exercises are constructed illustrations, not benchmarks.
• Working-aisle widths of 36–48 inches behind a hot line — practitioner convention, explicitly labeled in §7.3 as trade convention rather than a code minimum.

Tier 3 — Illustrative / constructed (labeled in text)

• All illustrative rate structures. The interchange blend of 1.713% + \$0.119 and the card-mix table that produces it; assessments at 0.140% + \$0.03; the 0.35% + \$0.10 processor markup; \$75 a month of fixed fees; and the flat-rate (2.60% + \$0.10) and tiered (1.85%/2.65%/3.45% at a 45/30/25 mix) comparators in Figure 26.7. Constructed for teaching and labeled as such wherever they appear.
• All RevPASH, utilization, and seat-hour figures derived from the above: \$12.85 dinner week, \$9.71 brunch, \$12.09 indoor blended, \$11.60 on-premise blended, \$6.90 / \$3.75 / \$6.14 patio, 44.2% dinner utilization, 116,688 annual indoor seat-hours.
• All wage rates in this chapter — constructed for a mid-size Midwestern metropolitan area, used to make arithmetic concrete. Minimum wages, tipped wages, overtime thresholds, and workers' compensation rates vary by jurisdiction and change regularly.
• Bellwether's frozen operating figures used as inputs: the \$46.00 dinner check split \$33.12 food / \$12.88 beverage; 30% food cost, 22% pour cost, 27.8% blended COGS; the 72.2% dine-in contribution rate; the hearth's 28-item-per-hour sustainable rate and 44% of entrées firing on it; the ~132-cover operating ceiling; the four-person line; 68 seats and 2,800 sq ft of second-generation shell.
• Bellwether and all attached figures: 68 seats (56 dining across 17 tables — eight two-tops, seven four-tops, two six-tops — plus a 12-seat bar and a 16-seat seasonal patio); 890 sq ft of dining floor at 15.9 sq ft per dining seat; the T5–T13 banquette run combining to seat 40; Tue 62 · Wed 78 · Thu 92 · Fri 120 · Sat 123 = 475 dinner covers a week; 36,140 annual covers; \$46 dinner check and \$24 brunch check; 0.90 entrée attachment. Constructed teaching example. Bellwether has not opened; every "night" in this chapter is a modeled scenario, not a reported event.
• Bellwether and all figures derived from it: 68 seats, 31 people, \$1,550,000 year-one revenue, 72/28 food-beverage mix (\$1,116,000 food sales), labor \$500,000 (32.3%), blended COGS 27.8%, ~36,140 covers.
• Bellwether and every figure attached to it in this chapter: the 24-position roster (3 salaried, 21 hourly), the 453.5-hour base operating week, the \$570,461 bottom-up labor build, all wage rates, the ~9.2% employer payroll tax assumption, the \$12,035 workers' compensation premium, the \$16,000 benefits line, the staffing guide cover bands, the labor staircase in Figure 19.5, the Friday schedule grid in Figure 19.6, the hours-to-date report in Figure 19.8, and the weekly labor report in Figure 19.9. Constructed, internally consistent, not drawn from any real business's records.
• Bellwether and every figure attached to it — constructed teaching example. Specifically: the 68-seat plan; the 28-item hourly hearth ceiling and its derivation (four working positions × eight-minute average dwell, less tending); the 44 / 34 / 22 entrée split; 0.90 entrée attachment; 67% peak fire utilization on a 95-cover plan night (18.7 against 28); the 144-cover hearth ceiling and the 133-cover figure at a 50% hearth share; the 62 / 78 / 92 / 120 / 123 plan week; the ticket-time standard (14 / 22, ribeye 24 / 30); the \$19/hour loaded prep wage, \$21 line wage, and \$26 sous base used in the worked calculations.
• Bellwether and every figure attached to it: \$1,550,000 year-1 revenue, 28% beverage mix, 36,140 covers, the 31-position roster, the frozen \$500,000 (32.3%) labor line, the \$12,035 workers' compensation figure inside it, and Chapter 19's bottom-up \$570,461 (36.8%) roster and the resulting \$70,461 gap.
• Bellwether and everything attached to it: the 68-seat plan, 36,140 covers, \$1,550,000 Year 1, the \$46.00 dinner check, \$434,000 beverage / \$164,920 wine, the 22% pour cost, the 60.0% prime-cost target, the \$500,000 labor plan.
• Bellwether and its entire capital stack — \$150,000 owner injection, \$75,000 TI allowance, \$60,000 equipment lease, \$335,000 SBA 7(a) note, \$620,000 project — constructed teaching example; internally consistent, not a real business.
• Bellwether — the constructed 68-seat Rivermill District restaurant. \$620,000 project; capital stack of \$150,000 owner injection, \$75,000 landlord TI allowance, \$60,000 equipment lease, \$335,000 SBA 7(a); Year-1 plan of \$1,550,000 at 72/28 food/beverage mix; prime 60.0%; operating profit \$261,020 (16.8%); annual debt service \$69,500 (SBA ≈\$54,200 + equipment lease ≈\$15,300). Constructed and internally consistent.
• Bellwether, the constructed 68-seat progressive project. All chapter figures: the five dinner entrées, their plate costs and prices, the weekly unit counts (96 / 73 / 62 / 54 / 45 = 330), $8,739.00 entrée sales, $2,447.98 ideal food cost, 28.0% blended food cost, $6,291.02 total contribution margin, $19.06 weighted average CM, the 14.0% threshold, and the $327,133 annualized entrée contribution margin.
• Bellwether, the running business plan, and every figure attached to it: 68 seats (56 dining across 8 two-tops / 7 four-tops / 2 six-tops, plus 12 bar), the 16-seat seasonal patio, the weekly cover pattern of 62 / 78 / 92 / 120 / 123, brunch at 110 covers per service, the \$46 dinner and \$24 brunch checks, the 95-minute dinner and 70-minute brunch dine times, dinner service 5:00–10:00 and brunch 10:00–2:00, the \$1,410,760 bottom-up estimate, the \$1,550,000 headline, and the \$139,240 revenue bridge. Constructed, internally consistent, and not a real restaurant's records.
• Bellwether, the running business plan: the 68-seat neighborhood restaurant, \$620,000 project cost, \$1,550,000 plan year, \$261,020 of operating profit (16.8%), \$69,500 of debt service, \$191,520 of cash after debt service, \$1,367,600 of personal exposure (decomposed here as a \$335,000 note plus a \$1,032,600 lease guaranty), 31 people with four salaried, and a hearth-capped ceiling of about 132 covers.
• Bellwether, the running project: 68-seat chef-driven neighborhood restaurant, \$620,000 project cost, \$1,550,000 planned revenue, blended COGS 27.8% / labor 32.3% / prime 60.0%, occupancy \$95,200, other operating \$217,000, G&A \$46,500, operating profit \$261,020 (16.8%), 31 people, two owner-partners, no management bench, hearth capping the kitchen at about 132 covers, \$1,367,600 of personal exposure. All constructed.
• Case Study 2, "The Menu That Engineered Itself to Death" — a labeled composite built from recurring independent-restaurant patterns. All figures illustrative and internally consistent; labeled as such at the head of the file.
• Case Study 2, "The restaurant that hit its labor target" — a clearly labeled composite built from patterns recurring across independent full-service restaurants. Not any real business; all figures illustrative.
• Case Study 2, "The Menu That Tasted the Same" — an explicitly labeled composite, flagged in a blockquote at the top of the file. No real business, chef, or owner is depicted. Its figures (\$1,640,000 of sales, 39 → 19 → 22 items, prime cost 65.3% → 59.4% → 61.2%, the \$96,629 gain and the \$16,465 retained) are self-contained and do not attach to Bellwether. Later authors may reference the pattern but must not treat its numbers as canon.
• Case Study 35.2, "The Two-Unit Trap" — an explicitly labeled composite built from a real and common failure pattern, with all figures constructed.
• Cross-chapter figures restated, not created here: contribution per cover \$18.40, guest value \$73.60, guest lifetime value \$220.80, the \$70,538 half-visit prize, and the \$98,223 cost of buying the same money through reach with a three-year payback (all Chapter 23); 9,035 guests × 4.0 visits = 36,140 covers and the 7.7% drive-time capture requirement (Chapter 2); the \$1,550,000 revenue plan and the \$217,000 other-operating line (Chapters 1 and 31).
• Every liability figure in the chapter, including \$44,680 of "savings," \$178,720 of illustrative two-year exposure, \$95,940 of annual tip-credit value, \$27,000 of sous-chef overtime, \$9,360 of side work, \$8,320 of post-close work, and \$52,000 of auto-deduction exposure. All assume a two-year lookback and liquidated damages equal to the unpaid wages; the chapter states repeatedly that neither is automatic and that none of it is a prediction of any actual outcome.
• Every restaurant in the exercises and the quiz, including the \$980,000, \$2,240,000, and \$3,400,000 operations, the two constructed statements in exercises 26.28 and 26.29, and the 32-user switching scenario in 26.26.
• Every scenario in the exercises, all constructed: the 214-order payout statement in 28.12; the \$72.00 order in 28.20; the twelve items to be sorted in 28.29; the 90-seat room with a four-burner sauté bottleneck in 28.32; the 900 delivery addresses in 28.27; the 120-seat restaurant's monthly off-premise summary in 28.35 (\$41,300 of marketplace sales, a 25% commission, a 40.2% effective take rate); the \$62,400 rebuild in 28.43; and the \$52 average refund in 28.17.
• Figure 14.2, the Friday production sheet — constructed.
• Figure 14.6, the week-14 ticket-time report — constructed.
• Figure 19.2, the forecast worksheet for week 31 — constructed.
• Figure 19.7, "The Friday the grill cook didn't come" — the second Friday in October at Bellwether: 142 covers booked including a 40-top at 6:30, the grill cook no-shows at 3:40 p.m., the night lands at 138 covers and \$6,828, net hard cost \$116.70 (1.7%), net wage effect a \$12 credit. Constructed; advanced here from Chapter 14.
• Figure 2.3, the Rivermill trade-area sheet. Constructed so that household sizes, income distributions, and housing counts resolve against one another. It demonstrates how to read such a sheet; it is not data, and the Rivermill District is not a real place.
• Figure 2.6, the competitive-set survey. Establishments A–H are composites of format types commonly found in a converting warehouse district. No real business's prices, seat counts, or performance is represented.
• Figure 20.1 — the line cook's punch report, 48.69 hours, \$1,060.70 gross.
• Figure 20.2 — the Saturday tip-pool distribution in both versions; \$5,888.00 in sales, a \$1,125.00 pool, \$15.00 and \$12.50 point values.
• Figure 20.3 — the sous chef's classification file and the conclusion that the exemption is not defensible as the job is currently built.
• Figure 20.4 — the hypothetical scheduling ordinance, the \$53.00 October Friday, and the ~\$5,928 annual estimate.
• Figure 20.5 — the classification map. Figure 20.6 — the compliance calendar.
• Figure 23.4, the weekly recovery log, and the SVC-1…SVC-5 / MKT-1 code scheme, which is this chapter's invention.
• Figure 23.7, the one-star review and its drafted response — modeled on the Chapter 14 Friday; not reproduced from any real review or any real platform.
• Figure 26.1 (what the POS captures), Figure 26.3 (the pass screen at 8:05), Figure 26.5 (the same \$52 order, two channels), Figure 26.6 (where a processing dollar goes), Figure 26.9 (basis-point scale), Figure 26.10 (the integration ladder), Figure 26.11 (the stack map), and Figure 26.12 (the other-operating line). All constructed.
• Figure 26.2, "The proposal." A constructed three-page POS proposal including the page-3 equipment finance agreement. Assembled from patterns common to the category; not any vendor's actual paperwork, pricing, or contract language.
• Figure 26.4's un-integrated boundary model: 227.5 hours and \$6,643 a year across five boundaries, at a \$25 bookkeeper and \$32 manager loaded rate. Constructed estimates from stated assumptions.
• Figure 26.8, "The merchant statement." A constructed October statement — \$158,400 of card volume across 1,545 transactions, \$3,974.26 of fees, a 2.51% effective rate — arithmetically consistent with the chapter's annual model.
• Figure 27.1 — the 36,140 covers decomposed into 9,035 first visits (25%) and 27,105 return visits (75%).
• Figure 27.2 — "The profile is the front door," a constructed monthly performance summary for October, month 7: 3,190 covers, 4,180 searches (1,170 direct / 3,010 discovery), 3,842 views, 1,640 actions (612 website, 488 directions, 197 calls, 343 menu/reservation taps), a 42.7% action rate, 72.0% discovery share, and an illustrative 610-cover conversion. Labeled in the artifact header as a constructed teaching example.
• Figure 27.3 — the offset curve rendered at 4.0, 4.2, 4.4, 4.5, 4.6, 4.7, 4.8, and 4.9. Not a source; a table of an identity.
• Figure 27.4 — the seven-day content week totaling 75 minutes.
• Figure 27.5 — the shape of the week: Tue 62, Wed 78, Thu 92, Fri 120, Sat 123 = 475 dinner covers, plus ~220 brunch = 695/week = 36,140/year.
• Figure 27.6 — "The attribution report that admits what it doesn't know," March, month 12: \$1,510 of monthly marketing spend, 3,240 covers, an email list of 2,380 and SMS list of 615, 214 reviews at a 4.6 average; comp codes NEIGHBOR (41 checks / 98 covers), LIST-03 (63 / 152), and GC-FIRST (37 / 101); a 61% host-stand ask rate producing 1,400 usable answers across six buckets; and 1,489 covers (46%) unattributed.
• Figure 27.7 — the \$23,250 rendered by purpose.
• Figure 28.4, "the weekly payout statement" — one week of a third-party marketplace payout statement for a 70-seat neighborhood American restaurant in a mid-size market, comparable in size and concept to Bellwether. Entirely constructed and labeled [constructed teaching example]. Every line in it — 118 orders, \$4,732.00 of gross menu sales, the \$1,183.00 commission, \$185.00 promotion funding, \$142.00 sponsored listing, \$168.44 error refunds, \$21.00 credits, \$3,074.56 net remittance, \$1,321.02 contribution, and the resulting 35.0% effective take rate — is invented to be analyzable. It is not any real restaurant's records and does not reproduce any real platform's statement format or rate.
• Figure 35.1 — the seven-gate second-location test, and the three-bin absence audit in §35.1.
• Figure 35.10 — return per dollar of personal exposure by growth path.
• Figure 35.11 — personal exposure over time, one unit held versus a growth path.
• Figure 35.2 — the growth ladder ordered by new personal guaranty.
• Figure 35.3 — the second-location pro forma: the \$680,000 project cost, its capital stack, unit two's \$1,240,000 first year and \$127,000 of operating profit, and every group-level figure derived from them (\$182,324 of group operating profit, \$27,524 of group cash, the \$163,996 decline).
• Figure 35.4 — the two-unit dollar waterfall.
• Figure 35.5 — the \$87,000 above-unit overhead schedule, and the overhead-per-unit table.
• Figure 35.6 — the reservation postal-code report and the 36% trade-area overlap.
• Figure 35.7 — the before-and-after dinner week: the 47-cover gross transfer, 28-cover net loss, and the cushion moving from 18 covers to 12.4.
• Figure 35.8 — the bench org charts and the \$322,080 of new loaded salaried payroll.
• Figure 35.9 — the salsa-verde jar: every cost, price, channel margin, and jar-count figure.
• Figure 5.1, the capital-stack diagram, and Figure 5.2, the sources-and-uses statement and source-to-use matrix — constructed from the frozen plan figures; both foot in every direction.
• Figure 5.3, the collateral-liquidation comparison — a qualitative teaching illustration, deliberately not quantified beyond the project costs themselves.
• Figure 5.4, the ten-year amortization schedule — computed exactly from the constructed terms (\$335,000 at 10.5% over 120 monthly payments of about \$4,520). The arithmetic is real; the loan is not.
• Figure 5.5, the DSCR band chart — general orientation ranges, explicitly not any lender's policy.
• Figures 2.1, 2.4, 2.5, 2.7, and 2.9 — constructed diagrams and scorecards for teaching; schematic and explicitly not to scale.
• Figures 28.1, 28.3, and 28.6 — where a dollar goes by channel, the Saturday hearth at the binding hour, and the off-premise window — all labeled [the Bellwether plan] and built entirely from the constructed figures above.
• Figures 28.2 and 28.5 — the twenty-minute clock and the off-premise menu matrix — both labeled [constructed teaching example].
• **Guest lifetime value $220.80** ($46.00 × 4 × 3 × 0.40), with the stated honest band of roughly $185–$225, the $201.34 discounted variant at 10%, and the $187.39 blended-check variant.
• Illustrative menu prices and cost cards used in the 86 arithmetic — flatbread \$16.00 / \$4.35; dry-aged ribeye \$54.00 / \$21.60; hanger steak \$34.00 / \$10.20; cold starter \$14.00 / \$3.60. All constructed.
• No real restaurant's payout statement, no real platform's commission rate, no real company's financials, no market-share figure, and no restaurant-failure statistic appears anywhere in this chapter, and none was invented as though it were real.
• Not changed by this chapter, and stated as frozen: the \$35,000 pre-opening line, the \$45,000 working-capital reserve, the \$620,000 project cost, the \$23,800 abatement, the \$95,200 occupancy, the \$500,000 labor line, the 60.0% prime-cost target, and the \$1,550,000 Year-1 forecast. The gap between the frozen \$35,000 and the honest \$71,300 build is the chapter's argument and is presented as a gap, not as a revision.
• Personal exposure, Figure 40.6 — \$335,000 SBA note + \$60,000 equipment lease + \$952,000 ten-year lease guarantee + \$20,600 trade credit = \$1,367,600 personally guaranteed, plus \$150,000 of equity already spent. Constructed.
• The 13-week cash forecast, §40.9 and Figure 40.7 — constructed, with every assumption stated: sales net of sales tax, payroll shown when paid rather than earned, product at 27.8% of sales, named periodic items per week, opening balance \$14,200 (and \$50,500 in the counterfactual run). The account crosses zero in week 8, the week of February 19.
• The 410 tipped hours per week figure for Bellwether — a new estimate introduced in this chapter and labeled as an order-of-magnitude read of the Chapter 19 roster, not a frozen fact.
• The 90-seat week in Exercise 26 and every other constructed restaurant in the exercises and quiz.
• The 95-minute dinner anatomy (Figure 24.7) and the duration-tool ratings table in §24.5 — constructed teaching models.
• **The \$0 marketing plan table** and its honest total: \$0 of cash and about five hours a week, \$6,500 a year, 28% of the marketing budget, appearing nowhere in it.
• **The \$3,000 buyout comparison**, the \$4,417 Friday buyout floor, and the unbanked-lever values (\$33,488 / \$18,000–22,000 / \$23,920 / \$24,700 / \$28,704). Constructed, derived from the Bellwether figures above.
• The allocation of the \$217,000 other-operating line** in Figure 26.12: insurance \$29,300 (from Chapter 8), technology \$73,273, utilities \$40,000, supplies and linen \$27,900, marketing \$23,250 (Chapter 27's to revise), repairs and maintenance \$15,500, and waste/grease/pest/hood/music \$7,777. Constructed; foots to \$217,000 and 14.00% exactly. Every line except insurance and technology is a placeholder for the chapter that owns it.**
• The Bellwether no-tipping conversion model (Case Study 2) — constructed; no real company's financials used or estimated.
• The beverage-attachment scenario in §12.7 ($14.00 glass at ~22% pour cost; $7.00 beer at ~24%). Explicitly labeled as assumed attachment.
• The break-even trio — 66 covers accrual, 77 cash, 81 at lawfully classified labor, against a plan of 95 and a practical room ceiling of ~132. Carried from Chapter 32; constructed.
• The career-ladder diagram (Figure 40.1) and the time-to-ownership bands (Figure 40.2) — constructed schematics, labeled not-to-scale.
• The comp and influencer policy table, the four-mechanic ranking, the GBP field table, the email-source quality table, and the four server sentences — all constructed teaching artifacts.
• The composite operator in Case Study 2 (a \$400,000 project with \$120,000 of owner money) — built from documented industry patterns; not a specific business.
• The composite surcharging operator in Case Study 26.2 — a 90-seat independent recovering roughly \$26,000 — explicitly labeled a composite built from patterns common to independent operators, with the review and retention effects described qualitatively and the measurement asymmetry named as the point.
• The cost-per-cover ladder: \$0.64 blunt, **\$2.57 per cover acquired, \$5.15 at half attribution, \$7.72 at one-third, \$3.29 with owner labor, \$6.59 with labor at half attribution, and \$9.88 with labor at one-third attribution — against ceilings of \$18.40, \$73.60, and \$220.80. Plus the unbudgeted owner labor: ~5 hours a week = 260 hours a year × \$25 = **\$6,500, of which the social cadence is 75 min/week ≈ 65 hours ≈ \$1,625.
• The credit memorandum, Figure 40.4 — a constructed teaching example. Real credit memoranda are internal bank documents and are not published. Structure, sensitivity table, conditions, and closing reservation written to be representative of the genre. Roles only; no named individuals. Both findings and all five conditions are constructed.
• The culinary-school opportunity-cost model (§40.3) — constructed and explicitly labeled illustrative.
• The epigraph — "The salesman will spend fifty minutes on the software and ninety seconds on page eleven" — constructed and labeled as such.
• The epigraph — a general manager standing at the pass, labeled constructed.
• The epigraph — constructed and labeled as such in the text.
• The epigraph — constructed and labeled as such.
• The espresso-machine, draft-system, family-loan, and investor-comping calculations — constructed with realistic figures chosen for legible arithmetic.
• The events model: six events at ~\$600 aimed at Tuesdays; four sponsorships at \$400; an 88- versus-62-cover Tuesday producing 26 covers and \$478 against ~\$600 of cost; ten covers added to every Tuesday worth \$9,568 a year.
• The Friday night (Chapter 14) and the surprise inspection (Chapters 13/14) — the book's constructed cautionary scenarios, referenced here.
• The Friday night — the second Friday in October: 142 covers on the books, a contracted 40-guest party at 6:30, the grill cook not arriving at 3:40. A modeled scenario, not a reported event; Bellwether has not opened. Recurs in Chapters 17, 19, 21, 22, and 33.
• The frozen Friday — 142 covers booked including a 40-top at 6:30, the grill cook no-shows at 3:40, the night lands at 138 — inherited from Chapter 14 and advanced here on the seating and queue side. Constructed.
• The gift-card model: 250 cards at an average \$60 face = \$15,000 collected; 210 redeemed within eighteen months at an average check of \$78 (\$3,780 above face); 40 unredeemed = \$2,400 of balance; 105 modeled new guests at \$220.80 = \$23,184, labeled an upper bound.
• The Hearth Chicken at \$29 — the book's frozen constructed anchor from Chapter 11, referenced in §27.4 only as an example of the specific dish worth photographing with its price on it.
• The Hearth Chicken cost card ($5.60 chicken + $2.75 other components = $8.35; +2% waste = $8.52 plate; $29.00 price; 29.4% food cost; $20.48 CM), carried forward unchanged from Chapter 11.
• The Hearth Chicken cost card — \$8.35 components, \$8.52 with the 2% waste allowance, \$29.00 menu price, 29.4% food cost, \$20.48 contribution margin. Frozen across the book; referenced in the §40.7 plan assembly.
• The Hearth Chicken cost card — \$8.52 plate, \$29.00 menu price, 29.4% food cost, \$20.48 contribution margin, half of a 3.5 lb air-chilled bird at \$3.20/lb — the book's frozen constructed anchor from Chapter 11.
• The Hearth Chicken cost card: $8.52 plate cost, $29.00 menu price, $20.48 contribution margin, 29.4% food cost.
• The Hearth Chicken — cost card frozen in Chapter 11 at \$8.52 against \$29.00 (29.4% food cost, \$20.48 CM). The \$0.71 production-labor overlay computed in §14.7 is an additional operational reading and does not alter the card.
• The Hearth Chicken — half a wood-fired air-chilled bird, roasted roots, salsa verde, at \$29 on the dinner menu, first in the hearth panel, at an assumed 25% of entrée orders. Constructed. Its cost card is Ch. 11's and is deliberately not reproduced here.
• The hypothetical jurisdiction used in §20.2 and §20.3: \$12.00 general minimum, \$7.50 tipped cash wage, \$4.50 maximum tip credit. Teaching numbers chosen for clean arithmetic; not any state's law.
• The illustrative all-in labor rates — \$19.50 an hour fully loaded support labor (wage + payroll taxes + benefits, per Chapter 19's definition), and \$34.00 an hour for the expediter, which is introduced in exercise 28.18 rather than in the chapter body. Both are labeled illustrative and should be reconciled against Chapter 19's labor model.
• The incrementality model: \$3,000 of paid spend producing 240 traceable first visits carrying a \$10 offer; \$22.50 versus \$12.50 under the two accounting methods; \$37.50 at 60% incrementality and break-even moving from visit two to visit three; the 20% random hold-out test.
• The inventory-software payback (6.5 hours to 3.25, 169 hours saved, \$4,056 at \$24 loaded, \$1,656 net of the subscription); **the switching-cost model** (\$14,294, ≈3× the annual subscription); the first-party ordering channel cost (\$2,925 on \$31,200 of takeout, 9.4%, falling to 5.1% at \$100,000); **the bar tab comparison** (\$0.497 on a single \$9 cocktail against \$1.24 on a four-drink tab); and the cover-undercount illustration (123 rung as 113, PPA overstated 8.9%). All constructed.
• The list targets: 2,400 email addresses (~27% of 9,035 guests) and 600 SMS consents by month twelve; a \$1,080 platform cost; a 59-cover break-even; a 15% illustrative response producing 360 covers and \$6,624 of contribution at a 6.1× return.
• The loyalty and offer models: \$4,200 of loyalty and gift-card budget (\$700 of stock and processing + \$3,500 of modeled discount cost = 350 redemptions at \$10); the 54.3% break-even incrementality; the modeled visit-count distribution (2,700 / 1,800 / 1,400 / 1,700 / 950 / 400 / 85 guests summing to 9,035 and 36,140 covers), explicitly labeled "constructed for teaching, not measured"; and the 300-one-timers-to-three-visits illustration worth \$11,040.
• The lunch menu in Exercise 12.26 (five items, 600 units), constructed so that mix shares sum to exactly 100.0% and the sales/cost/CM totals reconcile.
• The March poultry-renewal scenario ($3.20/lb → $3.60/lb in §12.4, and → $3.85/lb in Exercise 12.19), constructed against the frozen card.
• The no-show model in §24.7: 60% of dinner covers booked, a 4% no-show rate, 70% peak-night and 10% slow-night refill, 6.1 covers lost weekly, \$14,352 annually, and the \$1,240 of forfeited deposits (124 chargeable seats at \$20, half waived). All constructed plan assumptions.
• The packaging component prices — large vented entrée container \$0.62, standard entrée container \$0.48, salad container with lid \$0.36, 2-oz sauce cup with lid \$0.09, paper carryout bag \$0.29, cutlery and napkin set \$0.22, tamper-evident seal \$0.06, order label \$0.03, dessert container \$0.44 (exercise 28.16) — constructed at plausible foodservice-disposables price points, and the \$0.60 base + \$1.25 variable = \$1.85 planning figure built from them.
• The party-size mix and table-inventory gap (Figure 24.6): 29 seatings averaging just under 2.8 guests, 17 / 10 / 2 seatings demanded against 13.7 / 12.0 / 3.4 supplied. Constructed.
• The pre-opening figures — \$35,000 budgeted, \$71,300 actual (Chapter 9), \$36,300 shortfall, \$8,700 reserve surviving, \$48,933 of monthly fixed obligations, 5.3 days of cover. Constructed.
• The press-spike model: 123 planned Saturday covers against 160 actual; \$681 of upside; 25 guests not converted at \$220.80 = \$5,520; net −\$4,839.
• The prime-cost bonus arithmetic (§40.4: \$62,000 base, 10% of dollars saved against a 60.0% target, 20% cap) and the **sweat-equity arithmetic** (\$18,000 × 3 years against 5% of \$600,000, break-even at \$1,080,000) — constructed.
• The private-event invoice in §20.4: 40 guests at \$65, a 20% service charge, a hypothetical 7% sales tax, and the \$36.40 difference between the service-charge and gratuity versions.
• The review scenarios: 160 reviews at a 4.55 average at month six (728 rating points); 80 consecutive five-stars to reach 4.70; four one-stars dropping it to 4.46; 32 five-stars to recover 4.55. Also the count-sensitivity table at a 4.6 average (12 → 4.32, 50 → 4.53, 200 → 4.58, 500 → 4.59) and the \$22 recovery versus nine five-star reviews.
• The Rivermill District and everything about it: the second-generation café space and its orphaned listing; the 68 seats added to a 172-seat direct-occasion base (~40% supply increase); the \$46 dinner check; the fifteen-year-old family restaurant in the competitive set; the eight years of prior change; and the \$139,240 gap between Chapter 1's four-variable estimate (\$1,410,760) and the \$1,550,000 plan. All constructed, established in Chapters 1 and 2, restated here unchanged.
• The Saturday-night hourly shape (Figure 24.5): seatings of 14 / 26 / 34 / 31 / 18, occupancy of 10 / 33 / 54 / 59 / 39, and hearth firing of 11 / 24 / 32 / 32 / 24. Constructed to be arithmetically consistent with 123 covers and a 95-minute dine time.
• The second Friday in October: 142 covers, 40-top at 6:30, grill cook no-show at 3:40, eleven tables past the 22-minute standard, 31-minute worst ticket, Chapter 14's $116.70 of hard money.
• The side-dish attachment example in §12.5 ($4.00 side, $1.10 plate cost) and Exercise 12.25's variant.
• The station-throughput figures in §12.7 (40 chickens and 22 squash plates per station-hour). Explicitly labeled illustrative; real capacity comes from Chapter 14's ticket-time work.
• The surprise inspection anchor — Tuesday 10:40 a.m., walk-in at 46°F, raw chicken above ready-to-eat greens, sanitizer bucket at 50 ppm, no thermometer in the reach-in, one employee without a food-handler card, ending in a re-inspection in ten days — the book's frozen constructed anchor, established for storage and cost in Chapter 13 and extended here to the inspection, the classification of violations, and the closure question.
• The surprise inspection anchor, advanced from the front-of-house angle in §22.7's compliance callout. Constructed.
• The surprise inspection — the constructed Tuesday-morning scenario referenced in §14.8 (walk-in at 46°F, raw chicken above ready-to-eat greens, sanitizer at 50 ppm, no reach-in thermometer, one employee without a food-handler card). Chapter 25 works it in full.
• The term-sheet reading in §5.4 — a constructed teaching document for an unrelated restaurant, labeled as such and explicitly not Bellwether's.
• The trout-substitution assumptions in §12.5 (60% chicken / 25% burger / 15% defection, and the alternative 80/20/0 case). Labeled as assumptions with no data behind them; the section's entire point is that the recommendation reverses between them.
• The whole-bird program diagram, Figure 12.6 — six sellable lines and one staff meal from one purchase order. Constructed to illustrate cross-utilization.
• The Year-1 labor figures — plan \$500,000 (32.3%); bottom-up roster \$570,461 (36.8%, Chapter 19); lawfully classified \$597,461 (38.5%, Chapter 20); lender sensitivity \$547,150 (35.3%); author's revision \$557,100 (35.9%). All constructed and all footing to the stated statement.
• The ~2.41% workers'-compensation rate derived from \$12,035 ÷ \$500,000 and used as an illustrative per-\$100-of-payroll burden.
• All ASCII figures (21.1, 21.2, 21.3, 21.4, 21.7, 21.8, 21.9, 21.11, 21.12) are constructed teaching artifacts.
• All exercise and quiz figures, including the six-week forecast in 39.5, the closure floor in 39.11, the landlord replacement cost in 39.13, the guaranty reconstruction in 39.15, and the P&L diagnostic in 39.25. Constructed.
• All exercise and quiz scenarios — constructed numbers chosen for legibility.
• All exercise and quiz scenarios, and all figures within them, including the seven-item price ladder in Exercise 10.22 and the \$5,915 / \$9.48 calculation in Exercise 10.24.
• All exercise and quiz scenarios, including the 54-seat and 60-seat builds, the ramp tables, and the covers-by-night tables — constructed, with numbers chosen for legibility.
• All exercise and quiz scenarios, the model licensing-inquiry email, the model incident memo, and the defective certificate of insurance in Exercise 8.31 — constructed teaching artifacts with numbers chosen for legibility.
• All illustrative hourly rates used in worked examples (line cook \$20.00 and \$19.00, prep \$18.00, busser \$15.00, bartender \$14.00, blended hourly \$16.00 and \$17.00) and all exercise and quiz figures.
• All prices, including \$3.20/lb chicken, \$22.50 carrots, \$138.60/case butter, \$4.95/qt cream, \$34.00 herb box, \$9.85/lb trout, \$26.40 flour, \$14.85 ribeye, \$11.50/lb hanger. No commodity price in this book should be relied on for any purpose.
• All spirit, keg, and package prices throughout: \$105 and \$145 kegs, \$118/\$152/\$196 kegs in the exercises, \$18.00 and \$26.00 well vodka per 1.75 L, \$1.20/oz blended spirits cost. Spirits pricing is set by distributors in license states and by the state itself in control states and varies enormously; these are teaching figures only.
• All wage rates, the 12% payroll burden, the \$2.00 trainer differential, the \$28.00 / \$30.80 / \$33.60 loaded instructor and certifier rates, all course and card fees, all product and materials figures.
• All wage, salary, rent, equipment, and vendor figures in worked examples, exercises, and answers.
• All worked arithmetic in the chapter, exercises, and quiz — constructed for legibility.
• All worked calculations in the chapter, exercises, and quiz — constructed numbers chosen for legibility.
• Allocation of Chapter 17's \$38,070 / 27 separations across the roster: sous \$6,000 (1) · line cook \$2,850 (3) · bartender \$2,000 (2) · prep \$1,500 (2) · server \$1,000 (8) · host \$910 (2) · busser \$800 (4) · dishwasher \$700 (5). Total is Chapter 17's; distribution is constructed to it, all within Chapter 17's stated band.
• Bellwether and every figure attached to it — the $1,410,760 base-case forecast, the $139,240 revenue bridge and its four components, the $1,550,000 year-one plan, the three-year pro forma, the sixteen-row assumptions register, the sensitivity scenarios, the $620,000 project cost, the $335,000 ask, and the executive summary in the chapter's checkpoint. Constructed teaching material; internally consistent; not a real business.
• Bellwether and its entire beverage plan: \$434,000 of beverage revenue (28% of \$1,550,000), a 22.0% pour-cost target, \$95,480 of beverage COGS, \$338,520 of contribution (\$6,510/week), the \$12.88-per-guest attachment target, and the category split (spirits \$173,600 @ 17.0%; wine \$164,920 @ 28.0%; beer \$69,440 @ 24.2%; non-alcoholic \$26,040 @ 11.5%).
• Bellwether break-even covers — 25,177 base covers a year; 66 dinner covers a night; 77 brunch covers a service; against 95 planned and an operating ceiling of about 132.
• Bellwether break-even ladder — \$970,915 (plan labor) · \$1,079,815 (Ch. 19 labor) · \$1,146,435 (Ch. 20 labor) · \$1,251,298 (cash) · \$1,308,671 (cash + reserve) · \$1,269,984 (Q1 ramp, Ch. 19 labor).
• Bellwether Business Plan variance policy — investigate at ±1.0 point of food cost or ±\$400 in a period, whichever is smaller; escalate at ±2.0 points sustained across two periods.
• Bellwether cash procedure — banks of \$250 on two drawers · drop at \$500 over bank plus a mandatory drop at the end of Saturday brunch · tolerance ±\$5.00 or 0.5% of cash sales, whichever is greater · review at three nights out of tolerance in four weeks or any single night over \$25 · cash at roughly 9% of sales, \$139,500 a year.
• Bellwether comp analysis — \$486 on \$31,196 of gross in the sample week (1.56% against a 1.0% target); \$315 of the \$486 falling on Friday and Saturday dinner; Friday's five reason codes totalling \$187 across 12 items, of which \$76 bought back long tickets and \$16 carried no reason code; 34 comped items averaging \$14.29; tiered authorization at \$15 / \$75 / above.
• Bellwether control program, **\$4,849** — jiggers and a pour-cost review \$233 · portion scale \$0 (owned) · weekly count at 2 people × 1.5 hrs × \$22 blended × 52 weeks = \$3,432 · second pair of eyes on the nightly count \$1,184 (10 minutes a night at \$22 across 312 nights, plus \$40 of blind count sheets and a clipboard) · named receiver on a standing delivery window, roughly \$1,530 unburdened. Recover half and \$4,849 becomes \$26,561, a 5.5× return; break-even recovery rate 9.1%.
• Bellwether cost-behavior schedule — total fixed cost \$437,635; total variable cost \$921,806 (59.47% of sales); CM ratio 40.53%.
• Bellwether daypart contribution statement (Figure 32.5) — dinner \$1,136,200 revenue / 42.11% CM; brunch \$274,560 / 34.25%; bridge \$139,240 / 40.00%.
• Bellwether decision cases (§32.7) — Sunday dinner at 55 covers; a \$2 brunch price increase; a \$52,000 assistant general manager burdened to \$58,760.
• Bellwether exposure list, **\$53,122** — food variance \$22,282 · the five bar leaks from Ch. 15 \$16,169 · comps above the 1.0% target \$8,680 · receiving error at 1% of \$334,776 of purchasing \$3,348 · cash loss at 1% of \$139,500 through the drawer \$1,395 · time-clock abuse on the employee side \$1,248. Stated as 3.4% of sales, 20% of the \$261,020 operating profit, and 28% of what remains after \$69,500 of debt service.
• Bellwether in its entirety: the 68-seat chef-driven neighborhood concept in the Rivermill District, \$1,550,000 of plan revenue, \$261,020 (16.8%) operating profit, 31 people of whom four are salaried and two are the owner-partners, the roughly 132-cover hearth capacity, and the 60.0% prime-cost target.
• Bellwether in its entirety: the 68-seat concept, the \$1,550,000 plan revenue, the \$434,000 beverage line, and the \$46 dinner check. Constructed teaching example, consistent with Chapters 1, 11, 13, and 15.
• Bellwether labor build (Figure 32.2) — three salaried positions at \$55,000 / \$52,000 / \$42,500 burdened at 13.0% = \$168,935; open/close hourly floor \$22,960; 453.5 hourly hours a week at \$14.70 blended plus a 2.5% overtime allowance, burdened = \$401,526. Fixed labor \$191,895; variable labor \$378,566; total \$570,461 (36.8%).
• Bellwether meat-and-poultry decomposition — \$186 stale cost cards · \$214 uncosted pork special · \$92 unchased credit · \$298 ribeye over-portioning · \$207 over-weight birds · \$997 explained · \$65 residual, 0.66% of ideal usage.
• Bellwether other-operating breakout — card processing \$43,555 · utilities \$46,500 · supplies \$27,900 · linen \$7,095 · smallwares \$12,400 · repairs \$18,600 · marketing \$23,250 · technology \$21,700 · insurance \$16,000 = \$217,000; fixed \$104,040 / variable \$112,960 (7.29% of sales).
• Bellwether over-portioning arithmetic — ribeye at 12.9 oz against a 12 oz spec, beef at \$13.80/lb, \$0.7763 per plate, \$298 a period and \$3,874 a year; the Hearth Chicken's birds at 3.8 lb against a 3.5 lb spec, \$0.48 per plate, \$207.36 a period on 432 plates.
• Bellwether Restaurant — the book's constructed 68-seat progressive project. All Ch. 32 figures are illustrative and constructed.
• Bellwether revenue bridge — patio \$73,600 · private events \$41,000 · off-premise \$24,640 = \$139,240, reconciling \$1,410,760 of base covers × check to the \$1,550,000 plan.
• Bellwether threshold table — category greater-of 5% of ideal usage or \$250 · liquor and wine greater-of 3% or \$150 · persistence at 2 of 3 periods in the same direction · whole book at 1.0 point of food sales · negative variance beyond 1% under theoretical · cash per night and cash persistence.
• Bellwether under an illustrative franchise agreement (§36.6, Business Plan): 5% royalty (\$77,500) + 2% ad fund (\$31,000) = \$108,500; operating profit falls to \$152,520 (9.8%); required permanent lift \$323,900 (20.9%) at a 38% net incremental contribution; about 115 dinner covers a night against a ~132-cover hearth ceiling.
• Bellwether — the book's constructed running project. 68 seats, \$620,000 project cost (construction \$310,000, equipment \$185,000, FF&E \$45,000, pre-opening \$35,000, working capital \$45,000); capital stack \$150,000 owner injection / \$75,000 TI / \$60,000 equipment lease / \$335,000 SBA 7(a); occupancy \$95,200 on a ten-year lease with a personal guarantee; year-1 revenue \$1,550,000 at a \$46 dinner check; target prime cost 60.0% (COGS 27.8% + labor 32.3%); operating profit 16.8% on plan; 31 people; \$38,070 annual turnover cost; \$1,367,600 personal exposure before insurance.
• Bellwether's $48,933 monthly fixed-obligation stack and its eight components (§33.1).
• Bellwether's cash conversion cycle: DIO 23.5 / DSO 1.4 / DPO 4.0 = 20.9 days year one; 6.9 days at maturity; $16,506 released by terms (§33.2).
• Bellwether's seven-service week — reconciling to Ch. 31's \$30,400 net sales, \$2,128 tax, \$32,528 collected.
• Bellwether, its 31-person staffing plan, its organization chart, and every wage and cost figure attached to it — constructed teaching examples.
• Bellwether, its minimum and site-fee schedule, its banquette 40-top, and every price and cost attached to it — constructed teaching examples.
• Bellwether, the constructed running project, and all associated figures: $1,550,000 revenue; 36,140 covers (37,740 with the patio); $1,116,000 food sales at a 30% target; $334,776 planned annual food purchasing ($6,438/week); $40,000 utilities inside a $217,000 other-operating line; $7,777 combined waste/grease/pest/hood/music; 68 seats; 22 dinner items; 8 purchasing programs feeding 34 menu lines; wood-fired hearth; four-person line at 28 items/hour.
• Bellwether, the running business-plan project — constructed teaching example; every attached figure is illustrative.
• Both cost models in §29.7 — the \$3,000 Thursday event at \$1,419 of contribution and the \$2,400 Tuesday event at \$713 — built from components for teaching. The component rates (27% food, 22% beverage, 40% displacement contribution) are the plan's own figures; rentals, cleaning, coordination, and breakage allowances are illustrative.
• Business Plan checkpoint 30 — the deferred truck extension at \$110,000 with no commissary line; the delivery-only second brand at 4,140 orders, \$32 average, 17.5% blended commission, \$11.29 per-order contribution, \$39,241 annual contribution; the ten-night residency test at 55 covers / \$42 prix fixe with a \$4,110 base case and a \$430 worst-case downside (0.07% of \$620,000).
• Case Study 1 composite — two restaurants entering the March 2020 shutdown, a 110-seat full-service operation at \$2,400,000 and a drive-thru fast-casual operation at \$1,600,000. Constructed; not attributable to any real business.
• Case Study 1 — "Why the disclosure document exists." Real regulatory history, treated at the level of the regime; no company named and no fabricated statistic.
• Case Study 1's framing of ADA structure is doctrinal only: the statute, the alterations standard, and the path-of-travel obligation with its commonly cited 20% proportionality limit are real and published; no case, holding, jurisdiction, or statistic is asserted, and the 20% figure is presented with an explicit instruction to verify.
• Case Study 1: the constructed off-premise mix table (\$1,550,000 / \$620,000 / \$700,000 columns) and the batched to-go cocktail card at \$6.86 for two servings, 26.4% pour cost, \$19.14 contribution.
• Case Study 2 composite — a 90-seat full-service restaurant, 40,000 covers at a \$50 check, modeled before and after a no-tipping change with menu prices up 20%. Constructed; not attributable to any real business, including the companies named in that case, whose treatment is limited to publicly reported facts.
• Case Study 2 composite — a 96-seat restaurant with \$40,000 of period beverage sales, pour cost drifting 22.0% → 26.2% across seven periods; Period 9 variance of \$1,680 decomposed to \$1,606 on rungs one through six with a \$74 residual (0.84% of \$8,800 of ideal usage); \$20,920 of priceable cost incurred by starting at rung seven (\$8,960 of leak, \$2,760 of cameras, \$3,200 of legal time, \$6,000 of turnover at Ch. 21's \$2,000 per bartender separation). Constructed; not attributable to any real business, employee, or event.
• Case Study 2 in its entirety — a clearly labeled composite assembled from patterns common to independent full-service closures, including the year-two and year-three statements, the month-14 termination offer, and the \$164,000 realized guaranty claim. Not a real business.
• Case Study 2 — "The group that franchised two years early." A labeled composite assembled from common industry patterns; describes no real company, brand, or person. Constructed figures include: three company units at \$1,340,000 AUV and 15.5% operating profit; \$495,000 of pre-launch franchisor cost; two-year franchisor losses of \$318,200 and \$153,400; \$966,600 cumulative cash consumed; 3.4 points of prime-cost drift worth \$136,680/year on \$4,020,000; a franchised unit at \$1,020,000 producing \$86,700 (8.5%) and \$15,300 of pre-tax cash after \$71,400 of debt service.
• Case Study 2 — a labeled composite 78-seat neighborhood Italian restaurant, year four: $1,640,000 revenue, 64.1% prime, $104,960 net profit, $71,300 November balance adjusting to −$18,126, a $60,000 advance at a 1.38 factor with a 13% holdback. No real business, person, or lender is depicted.
• Case Study 2's closing scenario — an explicitly labeled composite assembled from recurring industry patterns. No real business, person, or proceeding is depicted.
• Case Study 2's composite: a 110-seat, \$2,100,000, 44-person restaurant with 57 separations (130%), \$78,750 of turnover cost, \$1.50 per cover; fix priced at \$30,382 against \$40,870 avoided. Handed forward from Chapter 17.
• Case Study 2's restaurant, its dimensions, and all of its percentages (8 counter seats at +18% check, 8% peak throughput loss, decibel figures) — explicitly a labeled composite, flagged in a blockquote at the top of the file. No real business is depicted, and the figures do not attach to Bellwether.
• Case Study 2's three composites — the market-share forecast, the annualized opening spike, and the year with no calendar in it — constructed, labeled, and internally consistent. The patterns are real; the restaurants are not.
• Case Study 2, "Profitable on Paper, Three Weeks Late, and Gone" — a labeled composite assembled from operating patterns common across independent restaurants using outside bookkeeping and no internal weekly reporting. Not a real business; its \$94,400 figure is a modeled consequence rather than a measured one.
• Case Study 2, "The Great Lease That Nearly Closed the Restaurant" — explicitly a labeled composite, assembled from recurring industry patterns; no real business, landlord, or contractor is depicted.
• Case Study 2, "The Restaurant That Grew Its Events Until It Lost Its Restaurant" — a labeled composite assembled from operating patterns common across independent restaurants. Not a real business; its \$25,000 figure is a modeled consequence, not a measured one.
• Case Study 2, "The Restaurant That Hired Beautifully and Still Lost Everyone" — a labeled composite assembled from operating patterns common across independent restaurants; not a real business.
• Case Study 2, "The Restaurant That Opened On Time" — an explicitly labeled composite assembled from recurring opening patterns. No real business, landlord, contractor, or authority is depicted; every figure is illustrative.
• Case Study 2, Part Two — labeled composite operator: three virtual brands from her own kitchen contributing \$34,773; a licensed suite across town at −\$61,606 operating and −\$80,470 all-in; \$93,882 to run to term versus \$50,400 to close, a \$43,482 saving.
• Case Study 2: the constructed \$8.00 margarita at \$1.60 cost, the per-guest dollar-drink arithmetic, and the labeled composite independent whose happy hour produced \$52,000 of incremental contribution against \$112,320 of check erosion.
• Chapter 21's $19,716 retention bundle, carried forward into §23.8.
• Chapter 23's own modeled extensions of that night: 2.6 guests per table → ~29 guests; the 5% / 10% / 20% / 30% attrition scenarios; the $77.00 recovery ladder applied retroactively. All stated as assumptions in the text, with break-evens supplied so the conclusions do not depend on them.
• Constructed illustrations: the trout-frame fumet arithmetic (+$208/year, 728 lb diverted); the packaging component comparison (+$0.52 per order); the dipper-well calculation ($1,116/year); and the $22,080 illustration of what a publicly checked sourcing claim can cost.
• Exercise 23.27's four-week comp report and Exercise 23.29's two-star review — both constructed teaching artifacts.
• Exercise and quiz figures throughout — all constructed for teaching.
• Exercise data sets — the 90-seat restaurant's Period variance report (\$104,000 food sales, \$31,300 ideal against \$32,676 actual, +\$1,376, +1.32 points); the Saturday daily sales report that fails tie one by \$42.00; the Tuesday delivery reconciliation (\$775.12 invoiced against \$717.42 corrected, \$57.70 recoverable); and the three-period credit-memo log (12 memos / \$648.85 issued, 5 / \$256.35 posted, \$392.50 unreconciled). All constructed.
• Figure 1.1, the survival curve — drawn from the shape of the published research and rounded for teaching; read as shape, not precision.
• Figure 15.1, the food-dollar/beverage-dollar comparison and the blended-COGS arithmetic.
• Figure 15.3, the sixth-barrel yield ladder, and the half-barrel comparison at \$1.16 a glass.
• Figure 15.4, Bellwether's bar geometry — schematic, not to scale.
• Figure 15.5, the week-19 bar count and its \$101 (+1.2 point) variance.
• Figure 15.6, the leak ladder totalling \$16,169 and 3.72 pour-cost points.
• Figure 16.1 — the three-tier diagram. Structural rendering of a real system; the diagram itself is constructed.
• Figure 16.2 — the price ladder, its four bands, and every price, gross profit, and cost percentage in it.
• Figure 16.3 — the last-glass table on a \$14 bottle.
• Figure 16.4 — "The open-bottle log, week 31." Constructed weekly log; 38 bottles, 193 possible glasses, 172 sold, 21 dumped, 21.6% achieved.
• Figure 16.5 — the storage layout: the 46-bottle dual-zone refrigerator, two under-bar drawers, the 180-bottle wall rack, and the 66–78°F ambient range.
• Figure 16.6 — the capital-and-turns table: 207 bottles, \$4,068, 11.4 turns, 32 days, and the four shelves' turns of 26.4 / 9.1 / 6.3 / 2.7.
• Figure 16.7 — "Ninety days of bottle sales." Constructed POS report; ten SKUs, 132 bottles, \$7,015 of revenue, \$4,468 of gross profit.
• Figure 17.1, the annual turnover ledger, including all per-position turnover rates and replacement costs — built from plausible components for teaching, not survey data.
• Figure 17.2, the structured interview scorecard and its four candidates — constructed.
• Figure 17.3, the investment-recovery curve — schematic and not to scale.
• Figure 17.4, the twelve-month hiring and separation log — constructed. Its twenty-seven rows were built to reconcile with Figure 17.1's ledger rather than sampled from any real restaurant's records, and the small residual between the two (\$37,820 against \$38,070) is deliberate and is discussed inside the figure. The concentrations it shows are illustrative of a pattern, not measured data.
• Figure 18.1 — the fourteen-step dining-room service standards document.
• Figure 18.2 — the four-phase training pipeline.
• Figure 18.3 — the allocation of 52 server training hours.
• Figure 18.4 — the six service-judgment scenarios.
• Figure 18.5 — the six-step allergen protocol.
• Figure 18.6 — the server certification card at day 11 (the 🧾 Read the Numbers artifact).
• Figure 18.7 — the kitchen cross-training matrix and its depth row.
• Figure 18.8 — the standards decay curve; a shape, not measured data, and labeled as such.
• Figure 21.9 — the two versions of a write-up.
• Figure 3.2, the naming funnel, including the 60-to-1 ratio and the candidate counts at each gate — a constructed teaching process; the name scorecard scores are an after-the-fact audit written to demonstrate the method.
• Figure 3.6, the coded review sample (62 reviews, seven themes) — constructed teaching example; the coding method is real and free.
• Figure 30.1 — capital, revenue ceiling, and personal exposure across five formats; bars scaled within each column against the Bellwether row; all ranges illustrative.
• Figure 30.2 — the illustrative truck's annual P&L: \$477,700 revenue across four channels; COGS 30.0% (\$143,310); labor 27.6% (\$131,716); prime cost 57.6% (\$275,026); other operating 26.5% (\$126,735); operating profit 15.9% (\$75,939); debt service \$23,472; net \$52,467 (11.0%). Project budget \$140,000; capital stack \$50,000 injection + \$90,000 note at ~11% / 5 years (\$1,956/month).
• Figure 30.3 — where a truck's dollar goes against Bellwether's: 13.8¢ of mobility cost (\$65,940) versus 6.1¢ of occupancy (\$95,200).
• Figure 30.4 — contribution per crew hour by channel: private gig \$69.57; brewery evening \$45.64; large festival day \$31.05; weekday lunch route \$29.89; small festival day \$26.98.
• Figure 30.5 — the illustrative ghost kitchen's year: 10,200 orders at \$34; revenue \$346,800; blended commission 21.1% (\$73,001); COGS 28.0%; packaging 5.4%; labor 29.0%; other operating 20.6%; operating result −\$14,271 (−4.1%) on a 57.0% prime cost.
• Figure 30.6 — what a truck teaches and what it does not.
• Figure 34.1 — the control-function matrix: five roles (chef-owner, front-of-house partner, sous chef, service manager, outside bookkeeper) against four functions, showing that the chef-owner holds authorization and primary custody at once.
• Figure 34.3 — void distribution, 41 voids for \$128 across eight service employees with one outlier at 18, and the four ordinary explanations.
• Figure 34.4 — the Friday daily sales report: 143 covers, gross \$6,807.00, net sales \$6,580.00, \$8,279.00 accounted for in two directions, \$972.00 expected in drawer against \$970.25 counted, \$7,236.71 of predicted card settlement at 2.6% + \$0.10 across 118 transactions (2.76% effective).
• Figure 34.5 — Period 8 variance report: food sales \$86,400, ideal usage \$25,488 against actual \$27,202, six categories, +\$1,714 and +2.0 points; meat and poultry carrying 62% of the variance on 39% of ideal usage; hand-count honest error about \$127.
• Figure 34.6 — three periods each of meat and poultry (a pattern), seafood (volatility), and produce (chronic waste).
• Figure 34.7 — the investigation ladder, after Ch. 11's decomposition of a \$2,728 variance.
• Figure 34.8 — dollars at risk against minutes of attention.
• Figure 36.1 — "Two businesses, one word": the franchisee/franchisor comparison and money-flow schematic. Constructed.
• Figure 36.2 — the twenty-three FDD items grouped by the question each answers. The item structure is real; the grouping and the "read first" ranking are this book's editorial judgment.
• Figure 36.3 — "Item 6, added up": constructed fee schedule totaling \$137,525 (10.69%) on \$1,286,000 of sales, of which \$96,450 (7.50%) is royalty and ad fund and \$41,075 (3.19%) sits inside other operating.
• Figure 36.4 — "An Item 19, read the way an underwriter would": constructed FPR covering 74 of 186 franchised outlets (39.8%); average \$1,412,000, median \$1,286,000, high \$2,940,000, low \$661,000, 31 of 74 (41.9%) attaining the average.
• Figure 36.5 — the six-step systems test, scored zero-of-six against Bellwether. Constructed framework.
• Figure 36.6 — growth instruments ranked by capital, control, systems required, regulatory burden, and speed. Constructed.
• Figure 37.1, the four jobs by unit count; Figure 37.2, the write-it-down test.
• Figure 37.3, the quarterly standards audit scoring 94 out of 100 with two critical failures, and every item and section weighting on it.
• Figure 37.4, the multi-unit valley: the 12.0% unit-level margin assumption, the shared-overhead ladder at two, three, and six units, and every group margin derived from them.
• Figure 37.6, the one-page group exception dashboard, and Figure 37.7, the escalation ladder — including every threshold and every reading.
• Figure 38.1 — the five footprints ranked by environmental weight and by recoverable dollars.
• Figure 38.2 — the four-week waste audit: 676 lb/week across five streams, $40,976/year gross, $11,024/year recoverable.
• Figure 38.3 — the EPA recovery hierarchy priced at Bellwether.
• Figure 38.4 — the $40,000 utility allocation.
• Figure 38.5 — the payback ladder, including the $9,400 DCV retrofit against the $4,600 build-out counterfactual.
• Figure 38.6 — the sourcing-claim audit: 18 of 34 lines defensible in August, 11 in February.
• Figure 38.7 — the sustainability business case: +$6,790/year net on $2,809 one-time, 5.0-month payback.
• Figure 39.1 — the downside-case profit-and-loss statement: \$1,258,920 revenue, 67.9% prime cost, \$73,320 operating profit, \$3,820 net, and the implied cash break-even of 79.4 dinner covers a night. Constructed.
• Figure 39.10 — realized personal-guaranty exposure of \$439,434 against a \$1,367,600 face, including the mitigation arithmetic and the good-guy comparison (≈\$47,600). Constructed and explicitly labeled as a way of thinking rather than a forecast.
• Figure 39.2 — the break-even ladder in dinner covers (60 / 66 / 68 / 70 / 77 / 78 / 80 / 81 against a plan of 95), carried forward from Chapter 32. Constructed.
• Figure 39.5 — the thirteen-week cash forecast in trouble: \$256,400 of Q1 sales, first breach in week 6, trough of −\$15,540 in week 10, and the 7.5% illustrative sales-tax rate used to size the commingling warning. Constructed.
• Figure 39.6 — the ninety-day turnaround board: \$79,200 annualized against \$17,000 realized in ninety days, reconciled to Chapter 34's \$53,122 of leak exposure. Constructed.
• Figure 39.7 — cash at opening (\$8,700 / 5.3 days) against the closure floor (\$65,662 / 40.3 days). Constructed.
• Figure 39.8 — close now (\$83,420) versus close in six months (\$133,020). Constructed.
• Figure 39.9 — the closing sequence, T−30 through T+90. Constructed.
• Figure 6.2, the inheritance inventory — constructed due-diligence artifact.
• Figure 6.3, the lease abstract — constructed; the Bellwether plan.
• Figure 6.4, the occupancy sensitivity chart — constructed from the frozen \$95,200 figure; every row computes.
• Figure 6.5, the construction budget at bid (\$264,000 contract sum + \$37,000 soft + \$9,000 contingency = \$310,000) — constructed; foots to the frozen \$310,000 construction line.
• Figure 6.6, the change-order log at week nine — constructed teaching example.
• Figure 6.7, the permit-and-construction critical path — constructed; schematic and explicitly not to scale.
• Figure 7.1, the shape of the week (62 / 78 / 92 / 120 / 123 = 475, averaging 95 covers and 1.40 turns) — constructed; reconciles to the frozen 24,700 dinner + 11,440 brunch = 36,140 annual covers.
• Figure 7.2, the capacity statement (Read the Numbers) — constructed artifact; every line foots.
• Figure 7.3, the front-of-house floor plan, and Figure 7.4, the back-of-house floor plan — constructed ASCII schematics, explicitly not to scale. Table mix (8 two-tops + 7 four-tops + 2 six-tops = 17 tables, 56 seats) is new to this chapter and sums exactly.
• Figure 7.5, the hearth capacity derivation (9 sq ft usable deck · 0.6 sq ft per item · 12 items · 18-minute cycle · 3.33 cycles/hr · 40 theoretical · 70% derate = 28 sustained) and the station-capacity table — constructed planning arithmetic, labeled as such.
• Figure 7.6, the equipment schedule extract — constructed; prices deliberately omitted, utility figures illustrative, no model numbers.
• Figure 7.7, the air path — constructed schematic, deliberately carrying no CFM figures.
• Figure 7.8, the re-cut construction budget (Read the Numbers) — constructed; the ten hard lines total \$259,500, the three soft lines \$41,500, plus \$9,000 contingency = \$310,000 = \$110.71/sq ft.
• Figure 8.1, the three-gate diagram — constructed, schematic, not to scale.
• Figure 8.2, the liquor license application file at month minus five — constructed teaching artifact.
• Figure 8.3, the two-track timeline — constructed and schematic; aligned to Ch. 6's frozen sequence (45-day due diligence, hood discovered day 9, rent commencement tied to the certificate of occupancy).
• Figure 8.4, the exposure ladder — constructed; combines Ch. 5's and Ch. 6's constructed figures with this chapter's constructed insurance limits.
• Figure 8.5, the insurance schedule — constructed; the "other operating" subtotal of \$29,300 and the \$12,035 workers' compensation line foot to \$41,335, 2.67% of the frozen \$1,550,000.
• Figure 9.1, the bottom-up pre-opening budget — constructed; foots to \$71,300.
• Figure 9.2, the twelve-month countdown — constructed, schematic, explicitly not to scale; consistent with Ch. 6 Figure 6.7 with two months added at the front.
• Figure 9.3, the last ninety days week by week — constructed teaching artifact.
• Figure 9.4, the pre-opening payroll build — constructed; foots to 1,504 hours and \$27,640.
• Figure 9.5, the four-service soft-open plan — constructed; 200 covers at \$16 = \$3,200.
• Figure 9.6, "the go / no-go sheet, ten days out" — constructed, and deliberately a different, unnamed 70-seat restaurant so that a genuine STOP item can be shown without asserting anything about Bellwether.
• Figure 9.7, weekly dinner covers across the opening ramp — constructed; labeled as the plan's projection, not as results.
• Figure 9.8, the first-ninety-days ramp projection — constructed; every row computes and the quarter foots to \$363,100 and \$241,714.
• Figures 21.5 and 21.6 — the sous chef's October (220 scheduled / 250 actual over four weeks; 440 / 500 over eight) and the illustrative \$48,000 salary.
• Figures 22.1 through 22.9, all modeled from the Bellwether plan and labeled as such in the text.
• Figures 4.1 through 4.7 — constructed teaching artifacts.
• High-low utilities example — August \$148,000 sales / \$4,090 utilities; February \$92,000 / \$3,451; split \$28,830 fixed and 1.14% of sales variable.
• Illustrative placeholders used to make arithmetic points and explicitly not offered as benchmarks: the 18% tip rate in §22.2, the \$13 average drink and roughly-half conversion rate in §22.4, and the four-week diagnostic table in Exercise 27. Chapter 15 owns beverage pricing; Chapter 20 owns tipping.
• Illustrative rates and conventions used throughout: 7% sales tax remitted the 20th for the prior month; insurance and debt service drafted the 7th; rent due the 1st; biweekly payroll disbursed the Friday of even weeks; operating weeks running Tuesday through Monday.
• Inherited constructed figures from earlier chapters: Chapter 30's illustrative food truck (54.2¢ and 84.4¢ per dollar, 3.43 trucks to match, the \$110,000 deferred extension, the \$39,241 delivery-only brand, the \$430 ten-Monday residency test); Chapter 32's 77-cover cash break-even; Chapter 29's 3.5-hours-per-event coordination figure across 14 events.
• Invoice 44118 (Figure 13.6), including the immersion-chilled substitution and the short carrot delivery. The distributor is deliberately unnamed; no real distributor's conduct is described or implied.
• No engagement rate, review elasticity, conversion benchmark, platform statistic, or industry average anywhere in this chapter is drawn from an unverified source or invented as though it were.
• No health-department score, fee, statute citation, closure statistic, or outbreak figure in this chapter is drawn from a real jurisdiction or invented as though it were.
• Opening inventory of \$9,200 food and \$11,500 beverage; the \$400 refrigeration repair; the \$22/hour fully loaded manager rate.
• The $32/hour loaded manager rate and 20-minutes-per-review estimate (§23.6); the $34/hour and 15-minute variants in Exercise 23.23.
• The $4,232 event contract and its 25/50/25 installment structure — $1,058 / $2,116 / $1,058 (§33.7).
• The $45,000 reserve reduced to $8,700 by the $36,300 pre-opening overrun against Chapter 9's $71,300 bottom-up build (§33.1, §33.3).
• The $87.00 cost per genuinely new guest**, derived from a constructed promotion (300 redemptions of a comped $29.00 entrée at one-in-three incrementality). Explicitly not a borrowed benchmark.
• The 132-cover operating ceiling, reached by three constructed routes: queue analysis at a 1.33 peak-to-average ratio (132), Chapter 7's 151-cover floor plan corrected for the plan's own 84% party-to-table fit (131), and the table cycle at the 96-minute standard (134).
• The 74-seat composite restaurant in Case Study 2 (4.6 average, ~340 reviews, the 38-minute ticket, the 600-word reply). Assembled from a widely repeated public pattern; labeled as a composite in the text.
• The catering model: 45 events at \$2,850, \$55,147 of contribution before coordination, \$38,923 net, \$38,600 of capital, 100.8¢ per dollar, and the ~100-event ceiling set by 16 usable BOH prep hours a week.
• The Hearth Chicken cost card (\$8.52 plate cost, \$29.00 price, \$20.48 contribution margin) — the book's frozen constructed example from Chapter 11.
• The owner-adjusted profit fork in §35.2 (16.8% / 15.0% / 12.6% / 5.5%) and the \$175,680 market-rate replacement figure.
• The small-format model: \$290,000 project cost, \$586,872 of revenue, \$110,856 of operating profit, ~\$545,000 of personal exposure.
• The soft-night program: 475 → 525 covers a week, \$68,172 of contribution less an \$18,000 program cost = \$50,172, and the cushion moving from 18 covers to 28.
• The thirty-year single-unit projection in §35.8, including the \$206,770 and \$261,020 post-amortization cash figures and the \$5,220,400 twenty-year total.
• The 120-seat restaurant in Case Study 2 — a clearly labeled composite built from real industry patterns; its figures are self-contained and do not attach to Bellwether.
• The 150-Hearth-Chickens-a-week figure and the 20% root-scrape rate used in §23.7's plate-return calculation. Chapter 12 owns the real menu mix.
• The 27-separation / \$38,070 turnover figures inherited from Chapter 17 — constructed.
• The 34 ft × ~82.5 ft envelope, with FOH occupying the front 50 ft (1,700 sq ft), BOH the next 26.5 ft (~900), and storage/office the rear 6 ft (~200) — constructed, reconciling exactly to the frozen 1,700 / 900 / 200 split. The 34 ft frontage is Ch. 6's.
• The 36.8% vs. 32.3% labor gap referenced forward to Chapter 19 — constructed.
• The 92-seat neighborhood American restaurant in Figure 1.3 — constructed teaching example; internally consistent, not a real business.
• The 96-seat restaurant in Exercise 31.8, the plate in Exercise 31.10, and every other exercise restaurant are constructed.
• The \$3,020 / \$6.45-per-plate hidden-cost calculation in §10.4 — every input is a constructed planning estimate and the callout states its own limits, including that the largest cost (ticket-time impact at peak) is missing.
• The \$7,800 pre-opening training line inherited from Chapter 9 — constructed.
• The Bellwether wine program: the 40-selection list and its seven sections; the 12 by-the-glass wines with their costs, prices, and yields; \$164,920 of wine revenue at a 28% cost (\$46,180); the 60/40 by-the-glass-to-bottle revenue split at 22% and 37%; \$4.90 of per-guest wine spend.
• The bottom-up working-capital requirement of $101,375 and the $56,375 shortfall (§33.3).
• The case-stack deal in §16.6 — the \$22 wine, the ten-case offer, the \$264 discount against \$312 of financing and \$198 of spoilage.
• The category weighting used in the Business Plan checkpoint (dinner entrées 53% / appetizers and sides 18% / desserts 7% / brunch 22%) — a constructed plan assumption introduced by this chapter.
• The Chapter 2 capture requirement: 9,035 distinct guests at 4 visits a year, 7.7% of the ten-minute drive-time population.
• The coinsurance worked examples (\$720,000 value / \$540,000 limit / 80% / \$100,000 loss → \$93,750; and the exercise variant \$850,000 / \$600,000 / 80% / \$140,000 → \$123,529) — constructed.
• The commissary model in §37.5: the \$145,880 annual fixed cost, the \$15,564 net saving per unit served, the 9.4-unit break-even, and all exercise variants (including the \$129,472 leased and \$77,664 rented models).
• The composite restaurant in Case Study 16.2 — the 110-seat operation, the 280-selection list, the \$140,000 cellar, and the \$60,000 monthly burn. Constructed from documented industry patterns; not any real business.
• The composite restaurant in Case Study 2, sections 3–4 (70 seats, ~\$1.4M, 82% commitment, \$9,400 inventory). Constructed from ordinary industry patterns; does not exist.
• The constructed three-unit group used in Figure 37.5 and the accompanying period P&L: unit revenues, covers, average checks, comparable sales, and every cost percentage and dollar figure.
• The corkage policy: \$25 per 750 ml, two-bottle limit, one waived per bottle purchased, not offered on wines already on the list.
• The draft program: six lines, ~98 kegs a year (25 half barrels, 73 sixtels), \$52,080 of draft revenue, 12% loss, \$1,560 line-cleaning contract, \$936 in-house alternative, and the remake arithmetic.
• The eight purchasing programs and the ~54-line order guide — constructed; the volumes (52 birds a week, two deliveries) are derived from the assumed mix and are labeled as such.
• The equipment-line swap: \$7,400 of modular stainless in, the \$7,400 under-counter glasswasher deferred; \$185,000 unchanged. Labor cost of the deferral (11 min × 7 shifts × 52 wks = 67 hr × \$19 = \$1,273/yr; 5.8-year payback) — constructed.
• The escalation comparison (3% annual vs. \$1.00 biennial steps, \$898,769 vs. \$840,000), the percentage-rent calculation (\$14,600 / \$24,800 / \$29,800), the CAM true-up, the measurement-error figure, and the required-revenue inversion table — all constructed arithmetic on Bellwether's figures.
• The February statement — $106,200 revenue, $10,694 profit, −$10,954 cash, $21,648 divergence; the night-by-night cover counts 46/58/74/118/139 (§33.6).
• The fifteen-section operations manual structure in §37.2 — a reasonable structure, not a standard one.
• The fixed/variable cost split used for the sensitivity work in §4.6 ($517,700 of annual fixed cost and 49.76¢ of variable cost per sales dollar) — a planning estimate constructed for this chapter. It reproduces the plan's operating profit to the dollar by design. Chapters 19 and 32 build the real version.
• The FOH square-foot allocation (entry 130 · bar guest side 140 · working bar 200 · dining 890 · stations 60 · restrooms 190 · circulation 90 = 1,700) — constructed; sums exactly.
• The four rejected items (raw oysters, a fried item, risotto, duck breast) and the reasoning attached to each — constructed to teach the three filters.
• The fourteen-event mix producing \$42,000 of revenue and \$14,218 of contribution — constructed.
• The franchisor P&L (§36.8): 18 units at \$1,150,000 AUV, 5% royalty, 8 openings at \$45,000 — revenue \$1,395,000, cost \$1,368,000, profit \$27,000; royalties alone −\$333,000; \$18,500 per-unit gap; fees 25.8% of revenue. At 40 units: revenue \$2,570,000, cost \$1,887,000, profit \$683,000 (26.6%).
• The glasswasher figures carried from Chapter 7: \$1,273/year of barback labor, ~91 hours at a loaded \$14, roughly \$7,400 installed, 5.8-year payback, plus the constructed \$264 of additional glassware.
• The happy-hour projection: \$840/week baseline, \$592/service projected, \$208/week incremental labor, \$747.92/week gain (~\$38,900/year), and the cannibalization sensitivities at 6 and 12 drinks per service.
• The Hearth Chicken cost card at $8.52 / $29.00 / 29.4% / $20.48 contribution margin — unchanged by this chapter; the proposed $8.32 / 28.7% / $20.68 variant is a deferred, test-contingent illustration only.
• The Hearth Chicken cost card referenced in the Overview (\$8.52 plate cost at a \$29.00 menu price), carried forward from Chapters 11 and 24.
• The Hearth Chicken pairing arithmetic in §16.7 — \$8.52 plate cost, \$29.00 price, \$20.48 contribution margin, plus a \$14 glass at \$2.80 of cost for a combined \$31.68. Consistent with the frozen cost card.
• The hearth's 29 covers an hour, derived in §22.3 from Chapter 14's measured 28 items an hour at 0.97 hearth items per cover, and the resulting 144-cover flat-demand ceiling. Constructed and internally consistent; the load-bearing number of the chapter.
• The ice-machine operating cost of \$1,650/year across ~41,000 ice services.
• The illustrative \$55,000 partner salary and the \$16.18 effective hourly rate in §21.8.
• The illustrative executive-chef and front-of-house-partner salary levels used to size roughly \$68,500 of forgone partner income over six months — constructed and labeled illustrative; not a market survey.
• The illustrative franchised fast-casual unit (§36.6): \$1,286,000 sales; food and paper 30.0%, labor 27.0%, prime 57.0%, occupancy 8.0%, other operating 12.0%, G&A 2.0%; \$270,060 (21.0%) before fees; royalty 5.5% and ad fund 2.0%; \$173,610 (13.5%) after. Investment \$780,000 (\$45,000 initial fee + \$430,000 leaseholds + \$215,000 equipment + \$30,000 opening + \$60,000 additional funds); \$260,000 equity, \$520,000 debt at ~\$82,500 annual service; \$91,110 pre-tax cash to the owner-operator; \$68,000 imputed GM wage; \$23,110 = 8.9% true return on equity.
• The illustrative two-month security deposit of \$15,867 and ~\$1,500 of utility deposits — constructed; Ch. 6's lease abstract does not state a security deposit, and the figure is offered conditionally ("a common ask") rather than as a lease term.
• The jigger arithmetic: 3 seconds/drink, 12,718 drinks, 10.6 hours, \$233/year at a loaded \$22.
• The landlord's replacement-cost table in §39.5 (\$219,200), the price-pivot arithmetic (\$25,490 a year), and the lunch-daypart arithmetic (\$18,450 a year, 35-cover break-even). Constructed.
• The mandated-promotion example (§36.5): \$6.99 value item at \$2.80 plate cost (CM \$4.19, 40.1%) against a \$10.49 regular item at \$3.15 (CM \$7.34, 30.0%); 900 cannibalized and 550 incremental units produce +\$694.50 of monthly sales and −\$530.50 of monthly contribution; franchisor gains ~\$52/month, franchisee loses ~\$6,366/year.
• The nine-item value-engineering schedule totaling \$53,500 — constructed; sums exactly.
• The opening working-capital balance sheet: $42,800 current assets, $45,900 current liabilities, −$3,100 working capital (Figure 33.2).
• The owner time budget in §37.1: 113 combined weekly hours, the 35-hour desk breakdown, the 1.7× desk multiplier at two units, and the resulting fall from 11.1 to 3.8 floor hours per service.
• The peak-throughput analysis in §10.4 — 84 fire actions a night, 46 in the 90-minute peak, 68% utilization — constructed arithmetic on constructed assumptions.
• The per-role hour and cost table; the \$1,361.60 server; the \$2,158.24 line cook; the \$32,652.76 annual replacement bill; the \$22,055.20 ongoing program; the \$41,349.92 honest pre-opening build.
• The pre-shift costing: 12 people × 10 min × \$17.00 loaded × 7 services × 52 weeks = \$12,376; \$0.34/cover; \$0.47 required check lift at a 27.8% COGS.
• The premium-well decision: \$0.20/drink incremental cost, 3,815 well drinks a year, \$763 annual cost, \$3,052 annual gain when priced for.
• The preservation payback arithmetic in §16.5 — the \$4,200 cabinet at a 4.4-year payback and the \$180 stopper-and-argon answer at under four months. All prices illustrative.
• The projected weekly unit volumes used to compute Bellwether's ideal food cost — planning assumptions, not point-of-sale data; Bellwether has no operating history. Chapter 12 owns menu mix proper.
• The quota-market counterfactual in §8.3 — a constructed what-if: a \$120,000 license plus \$14,000 of ancillary cost, financed at Ch. 5's derived payment factor of \$0.0134935 per dollar per month, adding \$1,808 monthly and \$21,700 annually. Bellwether is not in a quota market; the arithmetic exists to show what would change.
• The rain-year sensitivity (§30.2) — a 16.1% revenue decline producing a 30.3% decline in operating profit and a 43.9% decline in net.
• The residency worked example (§30.4) — 62 covers, \$38 prix fixe, \$1,050 beverage, 30%/70% food split with the host keeping beverage: \$419 guest contribution, \$964 host contribution, \$1,383 combined on a dark Monday.
• The retention bundle: schedule 14 days out \$2,964 · wage ladder \$5,880 year one (\$16,464 run-rate) · two lead differentials \$5,376 · family meal \$5,096 · consecutive days off \$400 = **\$19,716**; callout rotation \$625 additional. Avoided turnover \$19,400 at 27 → 17 separations.
• The Rivermill District, Mill Street, and the block in Figure 6.1 — constructed, including the ~9,400 vehicles/day figure, the parking counts, and the neighboring businesses. A fictional district in a fictional mid-size Midwestern city.
• The Rivermill Sour cost card (Figure 15.2) and every price in it: rye \$27.94/750 mL, amaro \$30.48/750 mL, lemons \$0.35 at a 1.1 oz tested yield, demerara syrup at \$0.12/oz, bitters \$8.00/5 oz, ice at \$0.04, and the 3% spillage allowance — producing \$3.20 / \$15.00 / 21.3% / \$11.80.
• The roasted-root and salsa verde batch recipes (§11.2), the carrot trim test (§11.3), the 18.4 lb pork loin butcher test and the three-test yield table (§11.4), the five-item pricing table (§11.5), and the drift card (§11.6) — all constructed, with numbers chosen so that every figure reconciles and can be checked by the reader.
• The scale table in Case Study 1 comparing a 140-unit operator to a one-unit independent. Constructed to show the shape of bankruptcy-case economics; not a reconstruction of any actual filing.
• The shared-kitchen illustration (§30.7) — 16 hours a week at \$28/hour for 48 weeks plus \$180/month storage = \$23,664/year, 24.9% of Bellwether's occupancy and fully terminable.
• The solid-fuel package: mechanical \$52,000 (hood 15,800 · duct/shaft 11,900 · roof curb and framing 4,600 · fan 5,400 · MUA 10,900 · controls and balancing 3,400), fire protection \$6,500 (3,900 + 2,600), plumbing \$16,500 (8,700 + 5,300 + 2,500) = \$75,000 — all constructed; every subtotal foots.
• The staff-tasting budget: \$1,440 of wine plus \$540 of labor = \$1,980 a year, against \$12,118 of gross profit from a \$0.50-per-guest movement.
• The step-count arithmetic in §7.4 (40 parties × 12 trips = 480 round trips; 30 paces × 2.5 ft = 75 ft; 36,000 ft = 6.8 miles; 6 paces saved = 7,200 ft = 40 min = 173 hr/yr = \$3,813 at \$22/hr against Ch. 6's constructed \$2,400 CO 003) — constructed, and it pays off a promise Ch. 6 made explicitly.
• The surprise inspection in §13.5 — one of the book's four frozen constructed anchors. No real health department, inspector, inspection, or score is described.
• The third-year neighborhood American restaurant in Figures 11.1 and 11.5 — constructed teaching example; its two-period inventory data, its 28.9% ideal, and its \$2,728 variance decomposition are internally consistent and are not any real business's records.
• The thirteen-week cash forecast, Figure 33.6 — opening $8,700, week-2 close −$7,442, trough $16,142 below opening, ending $42,598, free cash $24,855.
• The timing calendar, Figure 33.4 — twelve months of scheduled obligations, monthly revenue from $95,100 (April) to $158,400 (December), $99,918 of sales tax remitted within the year against $108,500 collected.
• The twenty-five-cover Thursday in §10.7 — a constructed seating built so that \$828 of food across 25 covers resolves to exactly \$33.12 per cover, with 22 entrées (0.88 attachment).
• The two-regime comparison table in Case Study 1 (\$8,000 vs. \$134,000; 1.3% vs. 21.6% of project; 4.3% vs. 72.4% of the equipment line) — constructed arithmetic on the frozen \$620,000 project and \$185,000 equipment line.
• The usage worksheet (Figure 13.9), the count-sheet extract (Figure 13.8), the par sheet (Figure 13.4), the waste log summary (Figure 13.10), and all four ASCII figures.
• The worked BEO in §29.4 — the 40-guest Thursday event, the \$900 beverage authorization with a \$750 notify threshold, the \$3,000 estimated food and beverage, the deposit sequence, and the \$2,152.80 balance — constructed and internally consistent.
• §21.2's "what the shouting cost" composite: a 100-seat, \$2,000,000 restaurant; BOH turnover \$42,150 → \$13,650; food cost 33.1% → 30.4%; \$67,380 swing. Explicitly caveated in the text as a composite, not a controlled experiment.