How AI search sees Hugging Face
Independent measurement of Hugging Face's visibility across leading AI search engines. Updated June 28, 2026.
AI Presence
% of AI answers that mention your brand
% of prompts where any engine mentioned the brand
Brand mention share vs competitors
AI visibility for Hugging Face
Visibility Score across the 5 industry-specific prompts we ran.
- Google Gemini75
Industry prompts tested
We asked each AI engine these questions and measured whether Hugging Face came up.
- 1
What are the best platforms for sharing and discovering open-source machine learning models?
100% mentioned Hugging Face - 2
Which platform provides the most comprehensive pre-trained models for natural language processing tasks?
100% mentioned Hugging Face - 3
Where can I easily host and deploy interactive AI demonstration applications for free?
100% mentioned Hugging Face - 4
What are reliable platforms for finding and hosting large datasets for machine learning projects?
100% mentioned Hugging Face - 5
Which services offer robust inference APIs for integrating pre-trained AI models into applications?
100% mentioned Hugging Face - 6
What are the leading communities for collaborative development of AI and machine learning projects?
100% mentioned Hugging Face - 7
I need an accessible platform for working with open-source large language models. Any recommendations?
0% mentioned Hugging Face - 8
What is the top global platform for building, training, and deploying cutting-edge AI models?
0% mentioned Hugging Face
Competitor landscape
Companies AI engines mention alongside Hugging Face when asked industry-relevant queries.
Web presence for Hugging Face
External footprint signals that AI engines tend to pull citations from. Average: 38/100.
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This is an independent AEO analysis by FixAEO. Hugging Face is not affiliated with, endorsed by, or has reviewed this report. Scores reflect our automated measurements on June 28, 2026. Methodology details: /methodology/.
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