Reviewed enterprise search and retrieval platforms ranked by recommendation-prompt presence across three configured model APIs.
Enterprise search brand visibility
16 companies ranked by how often AI answers name them.
Glean is out in front at 30.6%.
16 companieschecked Aug 7, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Glean
30.6%mention coverage
- Ahead of second place
- 5.6%
- Held by the top three
- 52%
- Middle of the board
- 4.2%
- Below half the leader
- 12 of 16
Guru
Ranks a reviewed Enterprise Search brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
- Published rank
- #9
- Score
- 2.778 percent
- Sample size
- 36
100% confidence · 100% component coverage · as of Aug 7, 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 | 2.777778 | 100% | 2.778 |
| public prompt brand mention share | 1.923077 | 0% | — |
| public prompt brand recommendation presence | 4.166667 | 0% | — |
| 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 | 8.333333 | 0% | — |
| public prompt openai brand recommendation presence | 12.5 | 0% | — |
up since prior snapshot
- public prompt anthropic brand mention coverage16.667 → 0-16.667
- public prompt anthropic brand recommendation presence12.5 → 0-12.5
- public prompt openai brand recommendation presence0 → 12.5+12.5
- public prompt openai brand mention coverage0 → 8.333+8.333
- public prompt brand mention coverage5.556 → 2.778-2.778
- public prompt brand mention share2.041 → 1.923-0.118
- public prompt brand citation share0 → 00
- public prompt brand engine breadth1 → 10
- public prompt brand recommendation presence4.167 → 4.1670
- 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 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Aug 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Aug 7, 2026, 12:00 AM UTC1 engines100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Aug 7, 2026, 12:00 AM UTC2.778 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 7, 2026, 12:00 AM UTC1.923 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 7, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini citation sharepublic prompt gemini brand citation share · observed Aug 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation sharepublic prompt openai brand citation share · observed Aug 7, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 7, 2026, 12:00 AM UTC8.333 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 7, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai Enterprise Search Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["11427442-9ca0-4e6e-ab3b-296259b8a04b","42e18ea1-3555-4142-a5f5-8ff851e355ce","06f071fa-ace0-44a4-8597-8118613227c7","93db6d36-f557-4f69-ba6d-e4d1a12f7d56","81976e22-2b14-4b3a-8acd-99227c95b2ff","284e07b7-fdbb-495f-9dbe-f69649bf3344","edc9709d-d93c-4ef9-8db9-4a38d28de583","60212d1e-e06b-40c5-86e1-ff2f36fac7fa","f13c048a-0867-4fd2-b60f-56667ffd80ca","8e014317-9e5e-45bd-bdb1-b74bd47b7eec","c809a27c-ddb2-4709-bf5d-de25ac603ee7","3f1ba133-a266-4ebc-a212-b88fd44358a8","91812cd0-0a3e-41ef-8767-1a0796528918","d357fe24-51a0-4754-82b1-8f14e031d47c","d9bd33dd-d54e-4f63-99c5-99fa12bf99ac","37080c87-f8fd-4ed0-8f66-71d037bcf461","8b09bf26-4cc6-4af0-a7dd-ea8f66a9da21","d0b0a943-003d-4d4d-8817-502c08b62081","598a0d0d-f9ba-43f8-8cdd-b98ee5f8b3c7","95590396-238d-4053-90a3-9106ac3d6263","a851f2d6-d6c1-4636-9dd7-590a5a7d7c60","a0a1808e-3111-4cce-a19f-bbe929709a40","a4108d22-edac-49fb-b22d-04aed1e177b9","70997222-ea8b-4e0b-a5a2-cb73a1bb0239","06ee31a3-4dc6-4e0c-985b-71e79e723290","36f59bda-76f0-4d30-8efc-25957e9593ab","225dba35-efb8-43c9-86b7-ca17a96c06cc","b6f7a2ab-65da-4ed4-ba44-a020096687d4","d6547971-26a3-4104-81f8-ce03fb8d1d00","34d34d6d-8393-4121-b4e1-167ba387f48c","d973e8b0-de27-4a54-8692-80f728472dfe","efdb0f49-c529-4611-8f03-049bce98c910","27f08006-9e2a-4df2-a953-f0fe055d7315","84e5290b-ee36-4ca9-a386-1583403e6164","3b6f776d-f757-4afe-a185-b88cd7b780cb","109b42d1-196b-4596-92c7-d6d1ea8ca765"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Free to reference with attribution. Copy a ready-made citation, or link to this page directly. The underlying table updates in place.
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Enterprise Search Brand Visibility. Rank.ai, data as of August 7, 2026. https://www.rank.ai/rankings/enterprise-search/enterprise-search-platforms-brand-visibility - HTML
<a href="https://www.rank.ai/rankings/enterprise-search/enterprise-search-platforms-brand-visibility">Enterprise Search Brand Visibility</a> — Rank.ai, data as of August 7, 2026 - Markdown
[Enterprise Search Brand Visibility](https://www.rank.ai/rankings/enterprise-search/enterprise-search-platforms-brand-visibility) — Rank.ai, data as of August 7, 2026 - APA
Rank.ai. (2026). Enterprise Search Brand Visibility. Retrieved September 10, 2026, from https://www.rank.ai/rankings/enterprise-search/enterprise-search-platforms-brand-visibility
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<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/enterprise-search/enterprise-search-platforms-brand-visibility">Enterprise Search Brand Visibility</a> by Rank.ai</p>More in Enterprise search & RAG
Workplace search, managed retrieval, and grounded-knowledge platforms ranked across a fixed enterprise buying corpus—with brand, prompt, engine, and citation-source views.
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