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Measure whether AI assistants actually recommend a brand, from measured answers.

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What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Measure whether AI assistants actually recommend a brand, from measured answers.

    Server tool list (2)

    Raw names from tools/list. Only developers need these.

    get_visibility_checkCollect the result of a measurement started with start_visibility_check. Returns status running while the providers are still answering, so poll every 20 to 30 seconds. When ready it reports a verdict, how many of the buyer questions the brand won, which competitors were named instead, and which providers actually answered.
    start_visibility_checkMeasure whether a brand shows up when buyers ask AI assistants for a recommendation. Asks real buyer questions to OpenAI, Anthropic and Gemini and reports what they answered, not what they claim they would answer. Free, no signup, one measurement per domain every 30 days. Returns a runId: call get_visibility_check with it after about a minute. If the domain was already measured this month the response says quota_reached and includes when it ran.