llmaudit
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:
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llmaudit
Source: Smithery
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
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https://m8ven.ai/api/mcp/tool-check