Reviewed data platforms ranked by recommendation-prompt presence across three configured model APIs.
RANK.AI DATA / LATEST PUBLICATION
Data platforms citation share
16 companies ranked by how often their own pages are the source an AI answer cites.
Dremio is out in front at 25.0%.
16 companieschecked Aug 12, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
Dremio
25.0%citation share
- Ahead of second place
- 8.3%
- Held by the top three
- 50%
- Middle of the board
- 4.2%
- Below half the leader
- 14 of 16
Highest 25.0%Middle 4.2%
WHY THIS RANK / VERIFIED SNAPSHOT
Oracle Autonomous Database
Ranks a reviewed Data Platforms brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
availablePermalink to this snapshot ↗
- Published rank
- #11
- Score
- 4.167 percent
- Sample size
- 24
100% confidence · 100% component coverage · as of Aug 12, 2026, 12:00 AM UTC
SCORE CONSTRUCTION
13/13 evidencedComponent 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 | 4.166667 | 100% | 4.167 |
| public prompt brand engine breadth | 1 | 0% | — |
| public prompt brand mention coverage | 2.777778 | 0% | — |
| public prompt brand mention share | 2.040816 | 0% | — |
| public prompt brand recommendation presence | 4.166667 | 0% | — |
| public prompt gemini brand citation share | 6.25 | 0% | — |
| public prompt gemini brand mention coverage | 8.333333 | 0% | — |
| public prompt gemini brand recommendation presence | 12.5 | 0% | — |
| public prompt openai brand citation share | 0 | 0% | — |
| public prompt openai brand mention coverage | 0 | 0% | — |
| public prompt openai brand recommendation presence | 0 | 0% | — |
WHY IT MOVED
+2 ranksup since prior snapshot
- public prompt brand citation share2.174 → 4.167+1.993
- public prompt brand mention share1.124 → 2.041+0.917
- public prompt gemini brand citation share5.882 → 6.25+0.368
- public prompt anthropic brand mention coverage0 → 00
- public prompt anthropic brand recommendation presence0 → 00
- public prompt brand engine breadth1 → 10
- public prompt brand mention coverage2.778 → 2.7780
- public prompt brand recommendation presence4.167 → 4.1670
- public prompt gemini brand mention coverage8.333 → 8.3330
- public prompt gemini brand recommendation presence12.5 → 12.50
- public prompt openai brand citation share0 → 00
- public prompt openai brand mention coverage0 → 00
- public prompt openai brand recommendation presence0 → 00
PRIMARY EVIDENCE
13 public recordsSource trail
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Aug 12, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Aug 12, 2026, 12:00 AM UTC1 engines100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC2.778 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 12, 2026, 12:00 AM UTC2.041 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini citation sharepublic prompt gemini brand citation share · observed Aug 12, 2026, 12:00 AM UTC6.25 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation sharepublic prompt openai brand citation share · observed Aug 12, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Data Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["2fd1d234-3e99-466b-80c4-6410d4e1df39","ee3cc55c-badb-421a-a412-32a925bdd7c8","b19314e1-95d6-4d57-903e-b74b9759858b","e1716f04-d79a-44a4-b534-8daf7b0cf3d4","6274a96d-3db2-407e-ad35-bd0be725a708","30cd76ef-bcb4-4b6b-a5e4-8c65c1b2332d","1bcaffe9-3e32-420c-8143-a631da6b7037","7c886ef9-eff7-4b12-a7de-4259dfa5db3b","a94cccf8-e3ba-4e55-a84a-fc083129a6ab","fed786e7-b186-4cf7-846a-f00700a6900a","5143e631-1334-4a74-9c41-a8ea805f8b93","48c889ca-5f93-46b0-8701-477cc163b130","25b25ef8-bbe5-4d53-9165-fcbd83e4257f","2b3ee725-9b98-4760-a74a-1718099753d9","cc43c491-4ddc-4039-8aa1-ccb1b15bdcc1","b1c70bff-e923-4ce4-a9a0-63bf534ab961","d3428b9f-0b57-42d8-a40d-241d52b6f177","8518eb7b-d8aa-4b5f-bd8c-291afe1935c3","5a183517-cb55-404d-bec0-5fc737f724fd","e0398966-1f67-4be2-8804-b44b39b0c8b7","601fa1e4-92c6-4816-97e4-85cce01f487d","c74b618d-9484-480a-b883-3cb81080a7bb","52898342-03f0-4cc3-b0fe-7d41874acb68","9f051b66-f4d8-4b5a-9e44-9545b22109cd","30a04c0a-9e41-4acb-8d5f-87de33682c64","70481089-fcb9-4232-a224-c36defc89e74","850258bb-77d1-4b46-8203-9d78b502be60","c3620c12-6940-43db-b2d4-9546a3cc4631","4bdfe576-aed7-4a8b-9ff9-778654eb45ea","5d0d7bff-ce65-4785-8383-643c0e574d7f","e886a0d2-3f1d-4e3b-8f40-935532391234","131c9539-3378-497f-8f85-a87575bebaed","8667acdb-f948-428c-8647-6272be7dded6","fe0e2eb6-5ed9-41dc-8c45-779cb6576234","6e88f0c3-d2a9-4f89-bc6e-4dc7372daf0b","78839e7a-6d72-4f63-acaf-3619558906d9"],"benchmarkVersion":"4-data-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
More in Data platforms
Cloud warehouses, lakehouses, streaming systems, and operational data platforms ranked across a fixed enterprise buying corpus.
Reviewed vendors ranked by presence across every answer in the complete category cohort.
Reviewed vendors ranked by the number of configured model APIs on which they appear.
