PRODUCT INTELLIGENCE / PUBLISHED EVIDENCE
Hugging Face
Hugging Face in the public AI model/API platform benchmark.
Ranking footprint
Each board links to its complete table and methodology.Every published position
| Board | Rank | Score | Movement | Confidence | As of | Method |
|---|---|---|---|---|---|---|
| AI Model & API Brand Rank | #4 | 30.5556 | ↑ 3 | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
| AI Brand Visibility | #5 | 20 | ↑ 2 | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
| AI Brand Citation Share | #5 | 5.4054 | ↑ 3 | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
| AI Brand Engine Breadth | #4 | 3 | ↑ 2 | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
| Brands in OpenAI Model API Answers | #4 | 41.6667 | ↑ 1 | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
| Brands in Anthropic Model API Answers | #6 | 8.3333 | — | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
| Brands in Gemini Model API Answers | #3 | 41.6667 | ↑ 9 | 100% | Sep 10, 2026 | 4-ai-model-api-platforms-2026-07-26-models-64232fd32583 → |
Product data matrix
50 public observations · source links open the underlying record.Visibility, citations + market position
| Metric | Published value | Category | Data kind | Period / observed | Confidence | Source |
|---|---|---|---|---|---|---|
| Citation sharepublic-prompt-brand-citation-share | 5.4054 percent | public_prompt_benchmark | derived | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 30.5556 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 8.3333 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 5 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6.8571 percent | public_prompt_benchmark | derived | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 25 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 10 percent | public_prompt_benchmark | derived | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 41.6667 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 30 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 20 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 41.6667 percent | public_prompt_benchmark | measured | Sep 10, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 15 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 5 percent | public_prompt_benchmark | derived | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 8.3333 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 20 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 2.5641 percent | public_prompt_benchmark | derived | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 41.6667 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 35 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 10 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 22.2222 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 16.6667 percent | public_prompt_benchmark | measured | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6.5934 percent | public_prompt_benchmark | derived | Aug 2, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 16.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 8.3333 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 58.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 30 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 41.6667 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 25 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6.7925 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 33.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 25 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 20 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 45 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 24.4444 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 0 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6.7925 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 24.4444 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 30 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 33.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 6.7925 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 33.3333 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 30 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 24.4444 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI API Brands Prompt Benchmark ↗A |
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