{"id":2011,"slug":"cannot-rate-competitive-comparison-abstract","title":"CANNOT — \"How do you compare to your competitors?\" (abstract → max overplacement)","kind":"reference","scope":"business","status":"current","audiences":["kevin","candid-team"],"topics":["entrepreneurial-overconfidence","observable-proxies-for-judgment"],"reference_body":"**Anti-pattern:** \"On a scale of 1-10, how do you compare to your competitors?\" / \"Are you ahead of or behind your competitors digitally?\"\n\n**Why it fails:** Triggers overplacement + reference-group neglect ([[camerer-lovallo-1999-excess-entry]], [[cain-moore-haran-2015-overplacement-drives-entry]]); the better-than-average effect is at its STRONGEST when the comparison target is abstract ([[svenson-1981-driver-above-median]]).\n\n**Replacement (CAN-answer version):** \"Pick your single biggest competitor. Open their Google Business Profile. Do they have more reviews than you, about the same, or fewer?\" — concrete, named target shrinks the bias ([[better-than-average-concrete-targets-moderation]], [[rule-r3-concrete-named-competitors]]).","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"camerer-lovallo-1999-excess-entry","title":"Camerer & Lovallo 1999 — excess entry driven by overconfidence about RELATIVE skill","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"svenson-1981-driver-above-median","title":"Svenson 1981 — 93% of US drivers rated themselves above the median for skill","kind":"reference","scope":"business","link_type":"depends-on"}],"incoming":[{"slug":"research-brief-smb-widget-capture-layer-june-2026","title":"Research brief: SMB widget capture layer — what owners can vs cannot self-report (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"}]},"created_at":"2026-06-23T19:16:01.027Z","updated_at":"2026-06-23T19:16:01.027Z"}