Practical guides, benchmarks and frameworks on how brands become visible, cited and recommended in AI answers on ChatGPT, Gemini, Google AI Overviews, Perplexity, Claude and Grok.
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Before renewing your GEO agency, check whether its reported gains survive a like-for-like evidence review. Use this checklist to separate verified visibility changes from activity reports and selective screenshots.
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Define the scope, evidence standards and acceptance criteria for a GEO audit before you buy. Use this brief to compare agencies on deliverables rather than promises.
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Build a pre-migration visibility baseline, validate important pages at launch, and retest buyer questions without confusing citation changes with proven migration effects.
Turn what you read here into your own numbers: your score, the competitors AI recommends instead of you, and the sources it cites.
3,000+ AI Visibility Scores generated as of November 2026
Most reports are ready in about 5 minutes.