AEO Score
60
Growing Presence
Avg Prompt Score
81
across 659 prompts
AI Share of Voice
82%
across 643 prompts
Critical Issues
4
critical + high
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Hugging Face is visible in
2Executive summary
Hugging Face is likely to be cited by AI engines for evaluation and pricing queries because it has a publicly accessible pricing page with explicit tiers (e.g., PRO $9/mo, Team $20/user/mo, Enterprise starting at $50/user/mo). The biggest AI-citation risk is evaluation-stage comparison coverage: there’s no clear evidence (from live search) of first-party “[Hugging Face] vs [Competitor]” pages that AI can reliably cite for shortlist-building.
Based on audit of huggingface.co · May 10, 2026