platform dashboards show you vanity metrics prominently; real metrics are buried 2. **Patterns require sample sizes** — Marcus needed 30 videos of data before patterns were visible 3. **Retention curves tell stories** — the 45-90 second drop wasn't random; it had a specific, fixable cause 4. **Creat