{"id":1406,"slug":"rule-lead-mechanism-case-not-vendor-stats","title":"R1 — When recommending an interactive tool, LEAD on peer-reviewed mechanism evidence (goal-gradient, self-reference, IKEA, reciprocity, anchoring) — NOT vendor \"2× / 47% / 16.9×\" stats","kind":"rule","scope":"business","status":"current","audiences":["kevin","candid-team"],"topics":["agency-methodology","editorial-discipline","citation-practices","interactive-tool-mechanisms"],"reference_body":"**Rule:** When making the *positive* case for an interactive tool in a client conversation or marketing copy, **lead with peer-reviewed mechanism evidence**: goal-gradient ([[kivetz-2006-goal-gradient-coffee-stamps]]), self-reference ([[tam-ho-2006-web-personalization-mediation]], [[de-keyzer-2025-personalized-advertising-meta]]), IKEA + endowment ([[norton-mochon-ariely-2012-ikea-effect-completion]], [[sarstedt-neubert-barth-2017-ikea-conceptual-replication]]), reciprocity ([[cialdini-reciprocity-foundational]]), present bias ([[ainslie-1975-present-bias-temporal-discounting]]). **Do NOT lead with** the vendor \"interactive content 2× engagement\" / \"47.3% vs 2.8%\" / \"52.6%\" figures.\n\n**Why:** The mechanism evidence is **independent and peer-reviewed**; the vendor stats trace to ion-interactive-sponsored opinion surveys ([[demand-metric-2014-interactive-content-survey]]), Mediafly vendor research ([[mediafly-52pct-engagement-vendor-stat]]), and Outgrow self-analysis ([[outgrow-47-3pct-conversion-vendor]]). The mechanism case **survives scrutiny**; the vendor case does not. Pair with the calculator brief's [[rule-disregard-vendor-conversion-stats-for-interactive-content]].\n\n**How to apply:**\n- Train Candid sales conversations on the seven mechanisms, not on the vendor stats.\n- In marketing copy, cite Kivetz / Tam-Ho / Norton-Mochon-Ariely / Cialdini by name; **do not** quote 52.6% or 2× engagement without provenance.\n- When a client raises a vendor stat, surface the provenance and pivot to the mechanism case.","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"rule-disregard-vendor-conversion-stats-for-interactive-content","title":"R5 — Disregard vendor-sourced \"interactive content converts better\" statistics in client conversations","kind":"rule","scope":"business","link_type":"relates-to"},{"slug":"rule-ignore-portal-retention-marketing-verify-efficiency","title":"R5 — Ignore portal retention-lift marketing entirely; verify efficiency claims against the actual SMB inbox","kind":"rule","scope":"business","link_type":"relates-to"},{"slug":"rule-disregard-vendor-bi-stats-cite-barc-gartner-adoption","title":"R5 — Disregard vendor BI \"X% improvement\" / \"60-70% unused\" stats in client conversations; cite BARC (~25%) and Gartner (~30%) adoption baselines","kind":"rule","scope":"business","link_type":"relates-to"},{"slug":"kivetz-2006-goal-gradient-coffee-stamps","title":"Kivetz, Urminsky & Zheng (2006), Journal of Marketing Research — goal-gradient in consumer contexts: cafe loyalty stamps completed faster as customers neared reward; online raters persist longer near reward","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"mediafly-52pct-engagement-vendor-stat","title":"Mediafly / Demand Metric: \"Interactive content shows 52.6% higher engagement than static; buyers spend 13 vs 8.5 minutes\" — vendor sources, treat as marketing not fact","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"cialdini-reciprocity-foundational","title":"Cialdini reciprocity principle (Influence; 240+ peer-reviewed papers) — one of the most robust, cross-cultural principles of influence; formal articulation: Gouldner 1960","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"tam-ho-2006-web-personalization-mediation","title":"Tam & Ho (2006), Information Systems Research — content relevance + self-reference mediate the effect of web personalization on attention, processing, decisions; users clicked self-referent offers far more","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"de-keyzer-2025-personalized-advertising-meta","title":"De Keyzer et al. (2025), Journal of Advertising — meta-analysis: actual personalization outperforms imagined / scenario personalization via stronger self-referencing and perceived relevance","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"norton-mochon-ariely-2012-ikea-effect-completion","title":"Norton, Mochon & Ariely (2012), Journal of Consumer Psychology — IKEA effect: effort/co-creation raises valuation of the result (\"labor leads to love\") BUT ONLY WHEN TASK IS SUCCESSFULLY COMPLETED","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"ainslie-1975-present-bias-temporal-discounting","title":"Ainslie (1975) + Phelps & Pollak (1968) — present bias / hyperbolic temporal discounting: people overvalue immediate rewards relative to delayed ones","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"caveats-interactive-tool-mechanisms-vendor-outcome-stats","title":"Caveats for the interactive-tool-mechanisms brief: lead on mechanism evidence (peer-reviewed, independent); treat vendor outcome stats (52.6% / 88% / 47.3%) as marketing","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":"article-the-number-does-the-talking-why-tool-beats-brochure","title":"Article (draft): The number does the talking — why a working tool beats a brochure every time","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"rule-cite-shen-fishbach-hsee-not-skinner-for-benign-uncertainty","title":"R6 — When variable/uncertain feedback is appropriate, cite Shen-Fishbach-Hsee (benign motivating-uncertainty, process focus, immediate resolution) — NOT Skinner box; respect the dark-pattern caveat","kind":"rule","scope":"business","link_type":"relates-to"},{"slug":"rule-design-question-for-curiosity-inverted-u","title":"R1 — Design the tool's opening question for the curiosity inverted-U: ANSWERABLE-but-UNKNOWN; do not go too vague (backfire) or too obvious (no gap)","kind":"rule","scope":"business","link_type":"relates-to"}]},"created_at":"2026-06-20T18:18:57.589Z","updated_at":"2026-06-20T18:18:57.589Z"}