AI MENTION TRACKER / PAID MODULE

Does Your Brand Actually Appear in AI Answers?

Readiness and observed visibility are different. Measure neutral-prompt brand mentions, domain citations and configured provider status.

Neutral prompt guard Brand mention Domain citation Source URLs Provider-by-provider evidence

Prove AI visibility

The tracked brand/domain is searched only in the result. Requests are rejected when the prompts themselves contain the target brand or domain, because that would artificially inflate visibility.

The access key is not persisted in the browser. Provider API keys remain server-side only.

MEASUREMENT CONTRACT

We do not put the brand in the prompt and call that a mention.

The core rule is prompt neutrality. If the target brand or domain appears in a measurement prompt, the request is rejected. The resulting signal therefore measures organic retrieval/generation visibility rather than self-triggered mention.

01 / OPENAI

Responses + Web Search

Measures OpenAI's web-search-enabled API surface. Final text and source URLs are checked separately for brand and domain presence.

02 / PERPLEXITY

Sonar + Citations

Sonar answer text, citations and search_results are analyzed together, separating text mention from domain citation.

03 / GEMINI

Google Search Grounding

Measures Gemini's grounded answer and web source URLs returned by Google Search grounding.

The product is the time series, not one snapshot.

The commercial value is repeatedly running the same neutral prompt set and showing mention/citation movement over time. The report always states that API surfaces are not identical to consumer-app results.

Open tracker

Your customer asks AI ‘who should I choose?’ Is your website in the consideration set?

After readiness, measure real visibility: does the brand appear for neutral prompts, is the domain cited, and does that exposure produce measurable referral paths?

BE DISCOVERABLE BY AI

robots.txt, sitemaps, canonicals, indexability and AI crawler access form the discovery foundation.

BE UNDERSTANDABLE

GEO, AEO, LLMO, entity graphs, schema and answer extractability reduce machine ambiguity.

BE SOURCE-READY

RAG/retrieval, original information, E-E-A-T, freshness and evidence support source eligibility.

TURN OPPORTUNITY INTO DEMAND

AAO, accessible journeys, intact links, measurable referrals and clear CTAs connect AI discovery to commercial action.

Recommendations, rankings, citations, traffic, customers and revenue are not guaranteed. HTML&HTML measures website-side technical and content blockers; it does not claim control over external AI systems.