llmaudit
Measure whether AI assistants actually recommend a brand.
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What it can do
- Get Visibility Check: Collect 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 read
- Start Visibility Check: Measure 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, n
What data it sees
Do you need an account
No: the server works without sign-in
Measure whether AI assistants actually recommend a brand. Ask it about any company and it runs the buyer questions people really ask against OpenAI and Anthropic, then reports how many of those questions the brand won and which competitors were named instead.
It reports the measured answers, never a providers self report about which brands it believes it would mention. Those two numbers diverge a lot in practice, and the self report is always the optimistic one.
Free, no signup and no API key: one measurement per domain every 30 days. Full reports at https://llmaudit.app
Server tool list (2)
Raw names from tools/list. Only developers need these.
| get_visibility_check | Collect 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_check | Measure 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. |