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How to measure AI visibility?

Short answer

Measuring AI visibility combines three indicators: citation rate (across a 50-buyer-prompt panel), accuracy of cited info, and share of voice vs 3 direct competitors. A quarterly dashboard is enough.

How to do it

  1. Publish a company page with quantified data (capacity, lead times, certifications).
  2. Add a complete Organization + Manufacturer JSON-LD with sameAs.
  3. Expose a sitemap.xml and allow the engine's user-agent in robots.txt.
  4. Publish an llms.txt file summarizing your key pages for LLMs.
  5. Refresh page dates every quarter to signal freshness.
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Comment mesurer sa visibilité IA ?

Mesurer la visibilité IA combine trois indicateurs : taux de citation (sur un panel de 50 prompts d'acheteur), exactitude des informations citées, et part de voix face à 3 concurrents directs. Un tableau de bord trimestriel suffit pour piloter.

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