Bibliography & Sources

How to read this list. This book is built on three tiers of sourcing, and we keep them honest and clearly separated (see the project's citation policy). Tier 1 is verified: real laws, real regulators and organizations, real tools, and genuinely well-known books — go to these directly. Tier 2 is attributed: findings and industry figures that are widely reported and broadly accepted, stated as attributions rather than dressed up with invented citations. Tier 3 is illustrative: every person, dealership, customer, and deal in this book is a composite created to teach, not a real individual or company. Where a fact is legal or numerical and could vary by state, by lender, or over time, this book teaches the durable shape and points you to the primary source for the current specifics.

Throughout, we have deliberately not invented ISBNs, DOIs, page numbers, journal names, statute section numbers, or precise dates and statistics we could not stand behind. For books, we give author and title (and, where we're confident, an approximate era). When a number is uncertain, the text hedges it ("roughly," "around," "in most states"). That restraint is the point: a professional can defend everything in here on either side of the desk.

Tier 1 — Verified sources (real, citable, worth your time)

Regulators and government bodies

  • Federal Trade Commission (FTC) — ftc.gov and consumer.ftc.gov. The federal consumer-protection agency that regulates dealer advertising and many sales/financing practices. Home of the Used Car Rule (the Buyers Guide), the CARS Rule (the motor-vehicle-dealer rule, whose status has been contested — verify its current standing rather than trusting any summary, this book's included), and extensive plain-language guidance for both buyers and dealers. Referenced across Chs 1, 12, 20, 22, 25, 30, 31.
  • Consumer Financial Protection Bureau (CFPB) — consumerfinance.gov. The federal regulator for consumer finance, including auto lending. The clearest free explanations of APR, auto-loan shopping, dealer financing, and credit reports, plus published enforcement actions and the "Know Before You Owe" materials. Referenced across Chs 22, 25, 26, 31.
  • National Highway Traffic Safety Administration (NHTSA) — nhtsa.gov. The federal vehicle-safety regulator: crash-test ratings, recalls (searchable by VIN), safety-feature definitions, and the rules behind the Monroney label. The authoritative source for the safety claims a salesperson should make accurately. Referenced across Chs 2, 9, 28.
  • U.S. Department of Justice (DOJ) — justice.gov. Co-enforces fair-lending law (ECOA) and pursues discriminatory-lending cases; useful background for the rate-markup discussion. Referenced in Chs 22, 31.
  • Internal Revenue Service (IRS) — irs.gov. The authority on clean-vehicle / EV tax credits and their eligibility rules, and on the tax treatment relevant to fleet and business buyers. Verify current credit amounts and qualifications here, as they change. Referenced in Chs 28, 38.
  • State DMVs, Motor-Vehicle Dealer Boards, and Attorneys General — (search your own state). The only authoritative source for the specifics that vary by state: dealer licensing and bonding, lemon-law thresholds, doc-fee caps, usury limits, cooling-off and spot-delivery rules, required disclosures, and title/registration mechanics. State AG consumer-protection offices cover state deceptive-trade-practices (UDAP) law. Referenced across Chs 21, 22, 25, 31.

The laws named in this book (real statutes — read via the regulators above)

  • Truth in Lending Act (TILA) / Regulation Z — federal credit-disclosure law (the "TILA box": APR, finance charge, amount financed, total of payments). Chs 22, 25, 31.
  • Equal Credit Opportunity Act (ECOA) / Regulation B — federal fair-lending / anti-discrimination law. Chs 22, 25, 31.
  • Fair Credit Reporting Act (FCRA) — governs credit-report access and use; source of the Red Flags Rule. Chs 25, 31.
  • Gramm-Leach-Bliley Act (GLBA) — financial-privacy and data-security law (the Safeguards Rule). Chs 25, 31.
  • Telephone Consumer Protection Act (TCPA) — restricts unsolicited calls/texts; governs BDC contact practices. Chs 29, 31.
  • CAN-SPAM Act — commercial-email rules. Chs 29, 31.
  • Magnuson-Moss Warranty Act — consumer-warranty law. Ch 31.
  • FTC Used Car Rule and FTC CARS Rule — dealer-facing disclosure/advertising rules (see FTC, above). Chs 20, 31.

These are real laws referenced by their real names. You rarely need the raw statute — read the FTC/CFPB guidance first — but knowing the names lets you verify any claim and speak credibly. Statutes are amended over time; confirm current detail through the regulators.

Industry organizations and data

  • National Automobile Dealers Association (NADA) — nada.org. The major franchised-dealer trade association: industry economic data (where stores actually make money, why front-end gross is thin), F&I and fair-lending compliance guidance, training, and the annual NADA Show. The factual backbone of the book's "ethics are profitable / the back end carries the store" arguments. Chs 1, 5, 12, 22, 31, 33, 37.
  • National Independent Automobile Dealers Association (NIADA) — niada.com. The counterpart association for independent (used-car) dealers, with compliance and training resources for the independent and used side of the business. Chs 18, 21, 31.
  • Wholesale auctions and market data — Manheim and ADESA — manheim.com · adesa.com. The two largest North American wholesale vehicle auctions and a widely watched source of wholesale-price data (e.g., the well-known Manheim used-vehicle value index). Where dealers buy and sell used inventory at wholesale. Chs 18, 19, 34.
  • ACV Auctions — acvauctions.com. A digital, dealer-to-dealer wholesale auction platform. Chs 18, 19.

Valuation guides and vehicle-history tools

  • Kelley Blue Book (KBB) — kbb.com. Long-established consumer-facing vehicle-valuation resource your customers actually quote. Chs 11, 19.
  • J.D. Power / NADA Guides — jdpower.com. Reputable third-party valuation data (J.D. Power acquired the former NADA used-car guides). Ch 19.
  • Black Book — blackbook.com. Wholesale-oriented valuation guide used by dealers and lenders. Ch 19.
  • Carfax and AutoCheck — carfax.com · autocheck.com. The two major vehicle-history-report providers; standard used-car due-diligence tools (useful but imperfect — a clean report is not a guarantee). Chs 20, 31.
  • vAuto — vauto.com. Widely used inventory-management and live-market pricing software for used cars. Chs 19, 34.

Credit and scoring (official sources)

  • myFICO — myfico.com. The official consumer-education site from the company behind the FICO score: what's in a score, the scoring factors, auto-specific models, and why rate-shopping in a short window counts as a single inquiry. Ch 22.
  • AnnualCreditReport.com — annualcreditreport.com. The official free source for consumers' credit reports from the three nationwide bureaus. Ch 22.
  • Equifax, Experian, TransUnion — the three nationwide credit bureaus' own consumer-education centers. Ch 22.

Manufacturer captive finance companies (for studying real programs)

  • Each automaker's captive finance company — e.g., Ford Motor Credit, Toyota Financial Services, GM Financial, American Honda Finance, and the rest. Browse a captive's current APR specials, lease programs, and credit fine print to see subsidized ("subvented") rates and rate-vs-rebate choices in the wild. Offers change monthly — always confirm current. Chs 22, 23.

Independent consumer research

  • Consumer Reports — consumerreports.org. Independent, ad-free research with buyer-side car-buying, pricing, and reliability guidance. Reading the buyer's perspective makes you a more honest seller. Chs 2, 12.

Books — selling, negotiation, persuasion, and behavioral economics (genuinely well known)

These are real, widely read books. We give author and title; where helpful, an approximate era. They are the conceptual bedrock behind much of the sales and negotiation material, and several are referenced directly in the chapters.

  • Roger Fisher & William Ury — Getting to Yes: Negotiating Agreement Without Giving In (Harvard Negotiation Project; first published in the early 1980s, revised since). The foundational text on principled, interest-based negotiation — "separate the people from the problem," "focus on interests, not positions." The frame behind Chapter 12: the customer is not the enemy; the gap is the shared problem. Ch 12.
  • William Ury — Getting Past No. The follow-up on negotiating with difficult or adversarial counterparts; tools for the customer who walks in spoiling for a fight. Ch 12.
  • Robert B. Cialdini — Influence: The Psychology of Persuasion (first published in the mid-1980s, expanded since). The classic on the principles of persuasion (reciprocity, commitment/consistency, social proof, authority, liking, scarcity). Read it to understand the psychology you operate within — and the line between ethical influence and manipulation that Chapters 3 and 30 draw. Chs 3, 13, 30.
  • Daniel H. Pink — To Sell Is Human: The Surprising Truth About Moving Others (2012). Reframes selling as a universal human activity built on attunement, buoyancy, and clarity — and on serving the other person. A strong antidote to the "born closer" myth. Chs 1, 6, 17.
  • Chris Voss — Never Split the Difference: Negotiating As If Your Life Depended On It (2016). Tactical-empathy negotiation from a former hostage negotiator: calibrated questions, labeling, mirroring, "that's right." Practical and directly applicable at the desk. Chs 12, 13.
  • Neil Rackham — SPIN Selling (first published in the late 1980s). Research-based consultative selling built on Situation, Problem, Implication, and Need-payoff questions — the empirical backbone of the book's "the sale is won in the needs analysis" thesis. Chs 8, 14.
  • Daniel Kahneman — Thinking, Fast and Slow (2011). The landmark synthesis of decision psychology (System 1 vs. System 2, anchoring, loss aversion, framing). Explains why customers fear loss, fixate on payment, and react to how numbers are framed — and why transparency lowers their guard. Chs 3, 12, 13.

A note on the books. Read them for the durable ideas, not for car-sales scripts (none of these is about cars). The honest application is what the chapters supply. Be skeptical of any "secret formula" sales or negotiation product that promises to reveal "real dealer cost" or guarantees a specific discount or rate — the true picture this book teaches (invoice ≈ but ≠ cost, holdback exists but isn't negotiable, rebates are the customer's money, reserve is a disclosed spread) is more useful precisely because it's true.

Tier 2 — Attributed findings and industry figures

These are widely reported and broadly accepted, and the book states them as attributions — not with invented citations or false precision. Where you need a hard number for a decision, verify against a Tier 1 source and your own market and pay plan.

  • Public trust in car salespeople. Car/auto salespeople have ranked among the least-trusted occupations for decades in long-running surveys of the public's views on the honesty and ethics of professions (the annual Gallup honesty-and-ethics-of-professions polling is the most commonly cited example). The book treats this as the reputational starting line the ethical professional is working to overcome. Chs 1, 30, 32.
  • Speed-to-lead / lead-response time. It is widely reported in sales and lead-management research that the odds of contacting and qualifying an internet lead drop sharply when response is delayed — often framed as a steep falloff within the first hour, with the first responder winning a disproportionate share of business. The book uses this to motivate BDC speed without asserting an exact multiplier. Chs 4, 29.
  • Dealership salesperson turnover. Annual turnover among dealership salespeople is widely reported to be very high — commonly cited as well above 70% (and higher still for new hires in their first year). The book uses this to make the case that a professional, retention-minded approach is itself a competitive edge. Chs 5, 6, 32, 40.
  • Customer research time before purchase. Buyers are widely reported to spend many hours researching online before ever visiting a dealership (frequently cited around 14+ hours), and to visit very few dealerships in person. This underpins Theme #2 — product knowledge is your credibility, because the customer has already done homework. Chs 2, 4, 27.
  • Where dealership profit comes from. Industry reporting consistently shows that fixed operations (service and parts) and F&I contribute a large share of dealership profit, while front-end new-car gross is thin — the basis for the Chapter 1 threshold concept that the new-car sale is often a loss-leader. The shape is well established; exact mix varies by store, brand, and year (see NADA data, Tier 1). Chs 1, 5, 35, 37.
  • Referrals and repeat business. It is broadly accepted in sales that referred and repeat customers close at higher rates, cost less to acquire, and are less price-sensitive than cold traffic — the empirical heart of Theme #3 (ethics are profitable) and Theme #4 (follow-up is the business). The Nguyen example dramatizes this; the underlying pattern is real. Chs 16, 17.
  • The depreciation curve. New vehicles are widely reported to lose a substantial portion of their value in the first years of ownership, with the steepest drop early — the factual basis for the leasing math and the new-vs-used value discussion. The general shape is well established; the exact percentages vary by model, segment, and market. Chs 18, 23.

Each of these is stated in the chapters with hedging language ("roughly," "widely reported," "in most years") rather than as a hard, sourced statistic. Where a chapter needed an exact figure to teach the math, it used clearly labeled illustrative numbers (Tier 3), not a real statistic dressed up as precise.

Tier 3 — Illustrative composites (everyone and everything in the story)

Everything dramatized in this book — every person, dealership, customer, conversation, and deal — is an illustrative composite, created to teach. None is a real, named individual or a real company, and nothing here should be read as reporting on actual people or businesses.

  • The settings. Summit Auto Group (a mid-size family-owned franchise dealership in the fictional metro of Lakeside) and Del Rio Motors (a small independent used-car lot) are invented composites of many real dealerships. The two new-car brands Summit sells are referred to generically ("the import store," "the domestic store") rather than as real brands, except where the book makes a real, verifiable product point.
  • The people at Summit. Jordan Banks (the new-salesperson stand-in), Carmen Delgado (the veteran mentor whose sensibility is the book's "I"), Rick Bauer (the cautionary old-school grinder), Mike "Big Mike" Donnelly (the sales manager / the desk), Priya Nair (the F&I manager), Tariq Hassan (the BDC/internet director), Luis Romero (the fixed-ops director), Sandra Whitfield (the general manager), and Sofia Del Rio (the independent owner-operator) are all composites stitched together from many real colleagues.
  • The customers and deals. Devon Wallace (the ethical-subprime story), the Hendersons (the "we need to think about it" customers), the Okafor deal (the fully transparent worked deal — MSRP $45,000, selling price $43,500, and the rest), and the Nguyen family delivery (the referral-engine story) are all illustrative. Their numbers are realistic and fully worked so the math teaches, but the individuals and deals are inventions. Other named customers used in single chapters (e.g., the Reyeses in Chapter 22) are likewise composites.

The dynamics are true to life and the math is real; the cast is fictional. We label composites lightly on their first substantial appearance so you're never misled into thinking a character is a documented case.

A standard note on this resource

This book is an educational resource, not legal, financial, tax, or compliance advice. Consumer-protection and lending law, lender programs, incentives, tax credits, and dealership economics vary by state, by company, and over time, and they change. Use this book to learn the durable shape of the work and the questions to ask; use the primary sources above — and your dealership's compliance officer, your F&I director, your state's DMV and Attorney General, and, for anything with real money or liability at stake, a licensed attorney — for the current, authoritative specifics that apply to a real deal. Verify before you assert: it's the cheapest insurance you'll ever buy.

This book is released under Creative Commons Attribution-ShareAlike 4.0 (CC-BY-SA-4.0).