V670 · LIVE EVIDENCE

AI Citation & Entity Evidence Center

This layer turns the AI Search strategy into an evidence discipline: find corroborating sources, detect conflicts, and make every important business claim traceable.

Rule: A third-party mention is evidence of presence, not proof of authorization, product specification, warranty, price or manufacturer endorsement. Those claims require the appropriate primary source.
4 corroborating sources
1 address conflict
297 AI test slots
0 fabricated results

What the live evidence currently tells us

AI citation hierarchy

  1. Primary manufacturer: product name, specifications, coverage, warranty, application, technical claims.
  2. First-party business: store identity, address, contact, services, genuine-stock/availability statements that the store can substantiate.
  3. Authoritative third-party: dealer directories, business profiles, reputable local/industry publications.
  4. Community: useful for discovery and reputation, but not technical proof.
  5. Aggregators: use as anomaly detectors; never blindly copy conflicting identity data.

Priority fixes for V671

  1. Resolve the address conflict against a primary business/GST source and document the resolution.
  2. Ensure Organization/LocalBusiness structured data uses exactly one canonical business identity.
  3. Audit every authorization claim against the corresponding manufacturer/dealer source.
  4. Replace unsupported “best/top/100%/permanently” language with verifiable, useful statements.
  5. Keep manufacturer specifications separated from store editorial recommendations.
  6. Run the 297 exact AI prompts after these fixes and record actual answers/citations.

Current evidence registry

SourceIdentity / addressBrandsStatusHow to use it
Grexa57B G.J. Khan Rd, Topsia, Kolkata 700039Asian Paints; Berger; Birla Opus; Dr Fixit; SikaCorroboratingEntity cross-check
AuthorisedDealer.comTopsia, Kolkata 700039Asian Paints; Berger; Birla OpusCorroboratingDealer-directory corroboration
Reddit communityGulam Jilani Khan Road, TopsiaAsian Paints; Berger; Birla Opus; Dr FixitCommunityLocal awareness/reputation only
KnowYourGST42A 2 Topsia 2nd Lane—ConflictInvestigate; do not copy

Evidence reviewed August 13, 2026. See V670-LIVE-ENTITY-EVIDENCE.csv for the machine-readable registry.