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Model-Specific Snippet Audit

Every LLM has a different extraction profile. Gemini likes 40-60 word self-contained definitions. ChatGPT favors definitive passages with specific numbers. Claude tolerates longer sections. Perplexity prioritizes freshness and specificity. This audit scores your page section-by-section against each model's preferences.

Context and background

Read the story behind this tool: Why "optimize for AI" is too generic to be useful →

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