Live answer measurement · free · no signup

What does AI say when buyers ask about your product?

We test real buyer questions, show whether your brand appears, who is recommended instead — and the evidence behind your next fix.

3 checks / day · ~90 seconds · shareable report

Engines testedChatGPT SearchClaudeGemini

02 — The report you get

A real answer, engine by engine.

Not a mystery score. See the question tested, the answer returned, the brands mentioned, and the sources cited.

Share of voice vs. competitors

The sources AI trusts in your category

Prioritized, evidence-backed fixes

38
Example report

acmeanalytics.io

AI visibility evidence

ChatGPT SearchMentioned · rank #4

best product analytics tools for startups

Google AI OverviewsCompetitor cited instead

product analytics tools comparison

ChatGPT model knowledgeNot in the answer

alternatives to Mixpanel for a small team

Top fix

Publish a crawlable comparison page that answers the high-intent questions where competitors are cited instead.

04 — Methodology

Trust comes from showing the measurement.

No invented customer counts and no black-box promises. Every number in the report traces back to an answer you can read.

  1. 01

    Real buyer prompts

    We derive category, comparison, and brand questions from your site and current search data — the questions your buyers actually ask.

  2. 02

    Live engine checks

    The audit queries supported AI search and search-result providers at the moment you run it, rather than relying on a static guess.

  3. 03

    Evidence before advice

    The report keeps the answer excerpts, cited domains, competitors, and technical checks behind every recommendation.