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Auditing How LLMs Describe Your Brand

Probes ChatGPT/Claude/Perplexity/Gemini with a fixed prompt set, then diffs their claims against your ground truth to surface hallucinations.

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Quick answer

Probes ChatGPT/Claude/Perplexity/Gemini with a fixed prompt set, then diffs their claims against your ground truth to surface hallucinations.

What this skill does

LLMs confidently describe your brand to buyers — and sometimes get the founding year, category, or positioning wrong. This skill runs a fixed prompt set across the major models, extracts the claims, diffs them against a ground-truth sheet, and reports every missing fact and hallucination so you can fix it at the source.

Get Auditing How LLMs Describe Your Brand

$24, one-time — drops into .claude/skills/.