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AI visibility scan

How AI sees Hugging Face

A real snapshot of how often ChatGPT, Claude, and Perplexity cite huggingface.co.

56%

AI citation rate

Hugging Face is cited for 56% of buyer questions

Mixed AI visibility — Hugging Face is missing from many buyer answers.

Scanned across ChatGPT, Claude & Perplexity on 3 buyer questions about huggingface.co.

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Where Hugging Face ranks

Hugging Face ranks #1 of 6 AI tools and #15 of 39 brands in the AI Visibility Index — cited by all three major AI engines.

Best AI toolsHugging Face tops the ranking — see all 6 AI tools by AI visibility.The AI Visibility IndexThe full cross-category leaderboard of all 39 brands we've scanned.Recent AI visibility scansBrowse how AI sees other real brands, freshly scanned.
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