Seller tool / AI search visibility

Measure what an observed AI answer actually says about your brand.

Paste a real prompt and response from an AI search product. SellerMind checks brand mentions, seller-verified claim phrases, and public source URL evidence without pretending to know ranking share or factual accuracy.

Observed answersDeterministic evidenceHuman reviewNo provider login

Run the evaluation

AI response evidence

Read only

Check public page markup

Enter one observed AI response to start.

Your evidence review will appear here.Raw AI text is never stored. Optional history contains compact comparison signals only.

Decision rule

Evidence is a starting point for review, not a ranking claim.

Exact phrase matching can show that a supplied brand, claim, or public host appears in an observed answer. It cannot prove that an AI provider recommends the brand or that a description is accurate.

Keep claims seller-verified and visible on the linked public page.
Record the same prompt again after one controlled page change.
Have a person verify every factual description before publishing a new claim.

Questions

GEO evidence boundaries

Does this prove AI search ranking?

No. It evaluates responses that you supply and does not query providers or estimate recommendation share.

Can a claim match prove the answer is accurate?

No. Matching is only a presence signal. Verify the answer against the current public page and seller-approved facts.

Can this connect to ChatGPT or Google AI features?

No. Provider connections and automated prompt collection are deferred until authorization, rate limits, retention, and provider terms are designed.