{"id":1393,"slug":"citability-caveat-public-vs-private-output","title":"Citability caveat: tools with PUBLIC, QUOTABLE outputs (salary benchmarks, public averages) earn the most links; tools with PRIVATE personal outputs (your take-home pay) earn few","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team"],"topics":["editorial-discipline","customer-facing-tools","linkable-assets"],"reference_body":"**Claim:** The tools that earn the most links produce a **public, quotable number other writers need to cite** (e.g., a salary benchmark, an industry average, a public formula output), **not a private personal answer** (e.g., your take-home pay, your custom config). A take-home-pay or per-user pricing widget is **genuinely useful but produces nothing a writer would quote**, so it earns few links.\n\n**Source:** Synthesis from Ahrefs / Moz practitioner literature.\n\n**Confidence:** Industry-consensus.\n\n**Why this matters for Candid:** **THE** practical filter that distinguishes link-magnet tools from \"useful but un-linkable\" tools. Anchors [[rule-build-for-citation-not-just-utility]]. Pair the design discipline with [[dichter-1966-sharing-self-enhancement]] (sharers cite numbers that make them look in-the-know).","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"dichter-1966-sharing-self-enhancement","title":"Dichter (1966), Harvard Business Review — ~64% of sharing is about the sharer's self-presentation; foundational framing for self-enhancement / social currency","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"named-tool-backlink-magnitudes-vendor-counted","title":"Named-tool backlink magnitudes (Ahrefs-indexed, directional): CoSchedule Headline Analyzer 16K+/3.6K+; Coolors 154K+/5K+; ABV calc 2.3K/190+; Adobe Shortcut Mapper 280+/130+; Ahrefs free backlink checker 1M+","kind":"reference","scope":"business","link_type":"depends-on"}],"incoming":[{"slug":"research-brief-interactive-tool-mechanisms-smb-june-2026","title":"Research brief: why interactive tools deepen a business's relationship with its audience — a mechanism-level research package (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"rule-build-for-citation-not-just-utility","title":"R4 — When SEO is part of the case, build for CITATION not just utility — the public quotable number earns the links; the private personal answer does not","kind":"rule","scope":"business","link_type":"depends-on"}]},"created_at":"2026-06-20T18:18:57.538Z","updated_at":"2026-06-20T18:18:57.538Z"}