PRODUCT INTELLIGENCE / PUBLISHED EVIDENCE
GitHub Copilot
GitHub Copilot in the public AI Developer Tools benchmark.
Ranking footprint
Each board links to its complete table and methodology.Every published position
| Board | Rank | Score | Movement | Confidence | As of | Method |
|---|---|---|---|---|---|---|
| AI Developer Tool Rank | #1 | 37.5 | — | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
| AI Developer Tools Brand Visibility | #1 | 30.5556 | — | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
| AI Developer Tools Citation Share | #2 | 31.25 | — | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
| AI Developer Tools Engine Breadth | #4 | 2 | ↓ 3 | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
| AI Developer Tools Brands in OpenAI Model API Answers | #1 | 62.5 | — | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
| AI Developer Tools Brands in Anthropic Model API Answers | #4 | 0 | ↓ 3 | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
| AI Developer Tools Brands in Gemini Model API Answers | #1 | 50 | — | 100% | Aug 8, 2026 | 4-ai-developer-tools-2026-07-27-models-64232fd32583 → |
Product data matrix
27 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 | 31.25 percent | public_prompt_benchmark | derived | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 25 percent | public_prompt_benchmark | derived | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 50 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 2 engines | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 22.449 percent | public_prompt_benchmark | derived | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 37.5 percent | public_prompt_benchmark | derived | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 0 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 0 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 50 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 30.5556 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 37.5 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 62.5 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 41.6667 percent | public_prompt_benchmark | measured | Aug 8, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 54.5455 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 54.1667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Engine breadthpublic-prompt-brand-engine-breadth | 3 engines | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 16.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 16.6667 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 66.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 66.6667 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 62.5 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 25.7143 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Mention coveragepublic-prompt-brand-mention-coverage | 50 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 75 percent | public_prompt_benchmark | measured | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 25 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
| Citation sharepublic-prompt-brand-citation-share | 36 percent | public_prompt_benchmark | derived | Jul 27, 2026 | 100% | Rank.ai AI Developer Tools Prompt Benchmark ↗A |
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