Reviewed tools ranked by presence across every answer in the complete category prompt-and-engine cohort.
AI developer tool rank
16 companies ranked by recommendation prompt presence.
GitHub Copilot is out in front at 37.5%.
16 companieschecked Aug 8, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
GitHub Copilot
37.5%recommendation prompt presence
- Ahead of second place
- 4.2%
- Held by the top three
- 59%
- Middle of the board
- 2.1%
- Below half the leader
- 11 of 16
Windsurf
Ranks a reviewed AI Developer Tools brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
- Published rank
- #7
- Score
- 8.333 percent
- Sample size
- 24
100% confidence · 100% component coverage · as of Aug 8, 2026, 12:00 AM UTC
Component ledger
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt anthropic brand mention coverage | 0 | 0% | — |
| public prompt anthropic brand recommendation presence | 0 | 0% | — |
| public prompt brand citation share | 0 | 0% | — |
| public prompt brand engine breadth | 1 | 0% | — |
| public prompt brand mention coverage | 5.555556 | 0% | — |
| public prompt brand mention share | 4.081633 | 0% | — |
| public prompt brand recommendation presence | 8.333333 | 100% | 8.333 |
| public prompt gemini brand citation share | 0 | 0% | — |
| public prompt gemini brand mention coverage | 0 | 0% | — |
| public prompt gemini brand recommendation presence | 0 | 0% | — |
| public prompt openai brand citation share | 0 | 0% | — |
| public prompt openai brand mention coverage | 16.666667 | 0% | — |
| public prompt openai brand recommendation presence | 25 | 0% | — |
down since prior snapshot
- public prompt anthropic brand recommendation presence12.5 → 0-12.5
- public prompt openai brand recommendation presence12.5 → 25+12.5
- public prompt openai brand mention coverage8.333 → 16.667+8.333
- public prompt anthropic brand mention coverage8.333 → 0-8.333
- public prompt brand mention share2.857 → 4.082+1.224
- public prompt brand engine breadth2 → 1-1
- public prompt brand citation share0 → 00
- public prompt brand mention coverage5.556 → 5.5560
- public prompt brand recommendation presence8.333 → 8.3330
- public prompt gemini brand citation share0 → 00
- public prompt gemini brand mention coverage0 → 00
- public prompt gemini brand recommendation presence0 → 00
- public prompt openai brand citation share0 → 00
Source trail
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Aug 8, 2026, 12:00 AM UTC1 engines100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Aug 8, 2026, 12:00 AM UTC5.556 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 8, 2026, 12:00 AM UTC4.082 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 8, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini citation sharepublic prompt gemini brand citation share · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation sharepublic prompt openai brand citation share · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 8, 2026, 12:00 AM UTC16.667 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 8, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
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