findable

AI-readiness scoring & rewrites for ChatGPT Shopping

by findable · Launched: June 2026

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Score AI-shopper readiness on 11 axes. Anti-fabrication AI rewrites, reviewed before publish.

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About findable

findable scores your catalog on the 11 metadata signals AI shoppers (ChatGPT Shopping, Perplexity Shop, Shopify Sidekick) use to rank products — then rewrites weak fields with Anthropic Claude. The rewriter has an anti-fabrication discipline: it emits [Add length, e.g., 156 cm] placeholders rather than inventing specs. You review every change before it ships. AI rewrites that won't invent specs — [Add length] placeholders, never guesses 0–100 AI-readiness score on 11 signals AI shoppers read — same in, same score Vault: approve a fact once and every rewrite cites it; ban forbidden phrases Apply only when it passes — if a rewrite ships, the readiness rubric passed Monthly visibility report (Growth & Scale): score deltas, emailed on the 1st Show more Show less

Last verified: July 22, 2026 · Fresh