Use our AI platform to generate SEO-optimized content
Get 10 FREE articles per month
RANK.AI DATA / LATEST PUBLICATION

Data platform rank

16 companies ranked by recommendation prompt presence.
Dremio is out in front at 25.0%.

16 companieschecked Aug 12, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Dremio

25.0%recommendation prompt presence

Ahead of second place
0%
Held by the top three
41%
Middle of the board
8.3%
Below half the leader
9 of 16
Highest 25.0%Middle 8.3%
1. Dremio — 25.0%2. Databricks — 25.0%3. Google BigQuery — 20.8%4. Snowflake — 20.8%5. Amazon Redshift — 16.7%6. MotherDuck — 12.5%7. Confluent — 12.5%8. Teradata VantageCloud — 8.3%9. Starburst — 8.3%10. Firebolt — 8.3%11. Cloudera — 4.2%12. Oracle Autonomous Database — 4.2%13. SingleStore — 4.2%14. Microsoft Fabric — 0.0%15. ClickHouse Cloud — 0.0%16. MongoDB Atlas — 0.0%
Rank 1one bar per published rowRank 16
WHY THIS RANK / VERIFIED SNAPSHOT

Snowflake

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
#4
Score
20.833 percent
Sample size
24

100% confidence · 100% component coverage · as of Aug 12, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

13/13 evidenced

All components available · 1 evidence record each

Components contributing to Snowflake's rank
ComponentValueWeightContribution
public prompt anthropic brand mention coverage00%—
public prompt anthropic brand recommendation presence00%—
public prompt brand citation share00%—
public prompt brand engine breadth20%—
public prompt brand mention coverage16.6666670%—
public prompt brand mention share12.2448980%—
public prompt brand recommendation presence20.833333100%20.833
public prompt gemini brand citation share00%—
public prompt gemini brand mention coverage16.6666670%—
public prompt gemini brand recommendation presence250%—
public prompt openai brand citation share00%—
public prompt openai brand mention coverage33.3333330%—
public prompt openai brand recommendation presence37.50%—
WHY IT MOVED

down since prior snapshot

-1 ranks
  1. public prompt anthropic brand recommendation presence62.5 → 0
    -62.5
  2. public prompt anthropic brand mention coverage50 → 0
    -50
  3. public prompt brand recommendation presence41.667 → 20.833
    -20.833
  4. public prompt brand mention coverage36.111 → 16.667
    -19.444
  5. public prompt gemini brand mention coverage25 → 16.667
    -8.333
  6. public prompt gemini brand citation share5.882 → 0
    -5.882
  7. public prompt brand citation share4.348 → 0
    -4.348
  8. public prompt brand mention share14.607 → 12.245
    -2.362
  9. public prompt brand engine breadth3 → 2
    -1
  10. public prompt gemini brand recommendation presence25 → 25
    0
  11. public prompt openai brand citation share0 → 0
    0
  12. public prompt openai brand mention coverage33.333 → 33.333
    0
  13. public prompt openai brand recommendation presence37.5 → 37.5
    0
PRIMARY EVIDENCE

Source trail

13 public records
  • 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"}
    Open primary evidence ↗
  • 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"}
    Open primary evidence ↗
  • Citation sharepublic prompt 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"}
    Open primary evidence ↗
  • Engine breadthpublic prompt brand engine breadth · observed Aug 12, 2026, 12:00 AM UTC2 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"}
    Open primary evidence ↗
  • Mention coveragepublic prompt brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC16.667 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"}
    Open primary evidence ↗
  • Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 12, 2026, 12:00 AM UTC12.245 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"}
    Open primary evidence ↗
  • Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC20.833 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"}
    Open primary evidence ↗
  • Gemini citation sharepublic prompt gemini 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"}
    Open primary evidence ↗
  • Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC16.667 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"}
    Open primary evidence ↗
  • Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC25 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"}
    Open primary evidence ↗
  • 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"}
    Open primary evidence ↗
  • OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 12, 2026, 12:00 AM UTC33.333 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"}
    Open primary evidence ↗
  • OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 12, 2026, 12:00 AM UTC37.5 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"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Data Platforms brand benchmark · v4-data-platforms-2026-07-27-models-64232fd32583208 observations · 1 sources · passed quality
Snapshot
4555a40a-cdeb-4b02-b06a-c7e704164cc6
Data hash
8a0c261398d02cd248422566873469ff004e7b2a5ad9bb45f78d42300819fa8c
Method hash
d3687091e26a1e22d19a8d85232c9407b7ad36d0a92c9f64a7aaceed3caf160f

More in Data platforms

Cloud warehouses, lakehouses, streaming systems, and operational data platforms ranked across a fixed enterprise buying corpus.

3 live tables