Reviewed AI research assistants ranked by recommendation-prompt presence across three configured model APIs.
RANK.AI DATA / LATEST PUBLICATION
AI research Assistants citation share
12 companies ranked by how often their own pages are the source an AI answer cites.
OpenAI Deep Research is out in front at 45.5%.
12 companieschecked Aug 25, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
OpenAI Deep Research
45.5%citation share
- Ahead of second place
- 9.1%
- Held by the top three
- 100%
- Middle of the board
- 0%
- Below half the leader
- 10 of 12
Highest 45.5%Middle 0%
WHY THIS RANK / VERIFIED SNAPSHOT
Gemini Deep Research
Ranks a reviewed AI Research Assistants brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
availablePermalink to this snapshot ↗
- Published rank
- #8
- Score
- 0 percent
- Sample size
- 11
100% confidence · 100% component coverage · as of Aug 25, 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 | 0 | 100% | 0 |
| public prompt brand engine breadth | 1 | 0% | — |
| public prompt brand mention coverage | 2.083333 | 0% | — |
| public prompt brand mention share | 3.030303 | 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 | 6.25 | 0% | — |
| public prompt openai brand recommendation presence | 12.5 | 0% | — |
WHY IT MOVED
-1 ranksdown since prior snapshot
- public prompt anthropic brand mention coverage18.75 → 0-18.75
- public prompt anthropic brand recommendation presence12.5 → 0-12.5
- public prompt openai brand recommendation presence0 → 12.5+12.5
- public prompt brand citation share8.333 → 0-8.333
- public prompt openai brand mention coverage0 → 6.25+6.25
- public prompt brand mention coverage6.25 → 2.083-4.167
- public prompt brand mention share4.348 → 3.03-1.318
- 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
PRIMARY EVIDENCE
13 public recordsSource trail
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["2df87bda-eacb-4eb9-bd0d-1029a93b9178","7489391a-dbb7-43d3-a80b-a306618ec8cd","2e950c6a-7829-4074-9ff6-e048bc2aed72","a8777b1c-ef8c-4548-aaa2-a1b1fbc1233f","adb0841e-627c-4a9b-8153-04aa204e7175","0328fad9-34de-4759-8d2d-033c62be4fb0","1eefd1ef-4647-43de-97c7-6faf29a0fc1c","6a18eae0-22d7-4149-aa4c-e63733468fe7","8027a07f-1d6b-4d1f-b7c4-9b9f4e7293a0","b9a96057-5244-4399-9fa2-7d595884c46a","34998710-0347-43a4-9352-781275cba26d","ae9ab466-5e6f-4fef-b8c6-6e5fcdec44a2","7cc8c8ee-7d03-46e8-92f1-e280df0bfc0e","c1bbd849-e38c-4df1-85af-124a5625aaef","f1ee4006-84bf-4521-b26f-301a2bde79af","1f5aabbd-e6e4-4370-b736-bed9a46166f8","6cb6a563-152a-42b9-9841-e578ad4a4592","2557d57d-d365-4d1e-aab6-cf75f1b16ba7","d19bf157-b109-4ce3-a723-6892d099effd","ced4821e-96e4-4cd8-8b58-55c2bca5f71a","5c36f78e-38ed-46ef-ae5e-c2a36bb3f32a","0257e18c-2182-4e78-a932-042e8438ea3d","ac157c1e-7f46-4d62-a832-a6f968c1673c","8ae7f0fc-529a-4a2b-9216-585e80cefb6a","ade6fb47-f50c-444c-bdb3-218d10f140ec","1361103a-1aee-4341-8f57-9dd29c6b8bf3","688893f6-94d3-4869-9833-addcc3fd1b96","42086c4f-9ee7-4886-879c-9c98b0f5db77","d38a1b8e-88b9-49e7-b893-8e0bbf77b445","5c9a25a9-ef8f-4e9a-87f2-01cab8825a44","17f2e5fb-46a0-4c1e-868a-053eddbe7263","2099c58d-ec3a-48da-8f84-6128a647dabf","bc1e9064-78fe-45fb-964f-e7ef5345a39c","15bdcadb-ccab-4703-a23d-d3d3a28c9b3b","bafcd005-0996-46cf-955e-0892100e4180","51add744-95b8-47ae-9c32-92c5d273ed2b","f3d434c1-bfce-41db-abbb-c3be87930f0f","e873aa0a-e54b-40d1-a08f-5043cee584c0","470aa61a-b6d5-463f-a298-1b1a0d102e8b","8bd747cd-896a-42d5-b267-08fcbd4fc298","5fb1764b-540a-468d-82dd-c5abb1777c45","537f8e2e-ac87-443b-8de8-50c9ef1ebb42","8a47a5d1-c49d-4348-9d60-461fba5c74ec","7e3d71e1-3ed6-4219-bfdc-899e992a038a","ae5b7839-cf35-440c-9ec0-aff483f38eb4","a4985a90-176a-42e4-bf80-6530f9842e6b","23b2abd1-d00b-4256-9e17-f3f823f0c2e0","dc2512bd-3431-4799-bbab-da8a04b4774a"],"benchmarkVersion":"4-ai-research-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["2df87bda-eacb-4eb9-bd0d-1029a93b9178","7489391a-dbb7-43d3-a80b-a306618ec8cd","2e950c6a-7829-4074-9ff6-e048bc2aed72","a8777b1c-ef8c-4548-aaa2-a1b1fbc1233f","adb0841e-627c-4a9b-8153-04aa204e7175","0328fad9-34de-4759-8d2d-033c62be4fb0","1eefd1ef-4647-43de-97c7-6faf29a0fc1c","6a18eae0-22d7-4149-aa4c-e63733468fe7","8027a07f-1d6b-4d1f-b7c4-9b9f4e7293a0","b9a96057-5244-4399-9fa2-7d595884c46a","34998710-0347-43a4-9352-781275cba26d","ae9ab466-5e6f-4fef-b8c6-6e5fcdec44a2","7cc8c8ee-7d03-46e8-92f1-e280df0bfc0e","c1bbd849-e38c-4df1-85af-124a5625aaef","f1ee4006-84bf-4521-b26f-301a2bde79af","1f5aabbd-e6e4-4370-b736-bed9a46166f8","6cb6a563-152a-42b9-9841-e578ad4a4592","2557d57d-d365-4d1e-aab6-cf75f1b16ba7","d19bf157-b109-4ce3-a723-6892d099effd","ced4821e-96e4-4cd8-8b58-55c2bca5f71a","5c36f78e-38ed-46ef-ae5e-c2a36bb3f32a","0257e18c-2182-4e78-a932-042e8438ea3d","ac157c1e-7f46-4d62-a832-a6f968c1673c","8ae7f0fc-529a-4a2b-9216-585e80cefb6a","ade6fb47-f50c-444c-bdb3-218d10f140ec","1361103a-1aee-4341-8f57-9dd29c6b8bf3","688893f6-94d3-4869-9833-addcc3fd1b96","42086c4f-9ee7-4886-879c-9c98b0f5db77","d38a1b8e-88b9-49e7-b893-8e0bbf77b445","5c9a25a9-ef8f-4e9a-87f2-01cab8825a44","17f2e5fb-46a0-4c1e-868a-053eddbe7263","2099c58d-ec3a-48da-8f84-6128a647dabf","bc1e9064-78fe-45fb-964f-e7ef5345a39c","15bdcadb-ccab-4703-a23d-d3d3a28c9b3b","bafcd005-0996-46cf-955e-0892100e4180","51add744-95b8-47ae-9c32-92c5d273ed2b","f3d434c1-bfce-41db-abbb-c3be87930f0f","e873aa0a-e54b-40d1-a08f-5043cee584c0","470aa61a-b6d5-463f-a298-1b1a0d102e8b","8bd747cd-896a-42d5-b267-08fcbd4fc298","5fb1764b-540a-468d-82dd-c5abb1777c45","537f8e2e-ac87-443b-8de8-50c9ef1ebb42","8a47a5d1-c49d-4348-9d60-461fba5c74ec","7e3d71e1-3ed6-4219-bfdc-899e992a038a","ae5b7839-cf35-440c-9ec0-aff483f38eb4","a4985a90-176a-42e4-bf80-6530f9842e6b","23b2abd1-d00b-4256-9e17-f3f823f0c2e0","dc2512bd-3431-4799-bbab-da8a04b4774a"],"benchmarkVersion":"4-ai-research-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation sharepublic prompt brand citation share · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["2df87bda-eacb-4eb9-bd0d-1029a93b9178","7489391a-dbb7-43d3-a80b-a306618ec8cd","2e950c6a-7829-4074-9ff6-e048bc2aed72","a8777b1c-ef8c-4548-aaa2-a1b1fbc1233f","adb0841e-627c-4a9b-8153-04aa204e7175","0328fad9-34de-4759-8d2d-033c62be4fb0","1eefd1ef-4647-43de-97c7-6faf29a0fc1c","6a18eae0-22d7-4149-aa4c-e63733468fe7","8027a07f-1d6b-4d1f-b7c4-9b9f4e7293a0","b9a96057-5244-4399-9fa2-7d595884c46a","34998710-0347-43a4-9352-781275cba26d","ae9ab466-5e6f-4fef-b8c6-6e5fcdec44a2","7cc8c8ee-7d03-46e8-92f1-e280df0bfc0e","c1bbd849-e38c-4df1-85af-124a5625aaef","f1ee4006-84bf-4521-b26f-301a2bde79af","1f5aabbd-e6e4-4370-b736-bed9a46166f8","6cb6a563-152a-42b9-9841-e578ad4a4592","2557d57d-d365-4d1e-aab6-cf75f1b16ba7","d19bf157-b109-4ce3-a723-6892d099effd","ced4821e-96e4-4cd8-8b58-55c2bca5f71a","5c36f78e-38ed-46ef-ae5e-c2a36bb3f32a","0257e18c-2182-4e78-a932-042e8438ea3d","ac157c1e-7f46-4d62-a832-a6f968c1673c","8ae7f0fc-529a-4a2b-9216-585e80cefb6a","ade6fb47-f50c-444c-bdb3-218d10f140ec","1361103a-1aee-4341-8f57-9dd29c6b8bf3","688893f6-94d3-4869-9833-addcc3fd1b96","42086c4f-9ee7-4886-879c-9c98b0f5db77","d38a1b8e-88b9-49e7-b893-8e0bbf77b445","5c9a25a9-ef8f-4e9a-87f2-01cab8825a44","17f2e5fb-46a0-4c1e-868a-053eddbe7263","2099c58d-ec3a-48da-8f84-6128a647dabf","bc1e9064-78fe-45fb-964f-e7ef5345a39c","15bdcadb-ccab-4703-a23d-d3d3a28c9b3b","bafcd005-0996-46cf-955e-0892100e4180","51add744-95b8-47ae-9c32-92c5d273ed2b","f3d434c1-bfce-41db-abbb-c3be87930f0f","e873aa0a-e54b-40d1-a08f-5043cee584c0","470aa61a-b6d5-463f-a298-1b1a0d102e8b","8bd747cd-896a-42d5-b267-08fcbd4fc298","5fb1764b-540a-468d-82dd-c5abb1777c45","537f8e2e-ac87-443b-8de8-50c9ef1ebb42","8a47a5d1-c49d-4348-9d60-461fba5c74ec","7e3d71e1-3ed6-4219-bfdc-899e992a038a","ae5b7839-cf35-440c-9ec0-aff483f38eb4","a4985a90-176a-42e4-bf80-6530f9842e6b","23b2abd1-d00b-4256-9e17-f3f823f0c2e0","dc2512bd-3431-4799-bbab-da8a04b4774a"],"benchmarkVersion":"4-ai-research-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthpublic prompt brand engine breadth · observed Aug 25, 2026, 12:00 AM UTC1 engines100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["2df87bda-eacb-4eb9-bd0d-1029a93b9178","7489391a-dbb7-43d3-a80b-a306618ec8cd","2e950c6a-7829-4074-9ff6-e048bc2aed72","a8777b1c-ef8c-4548-aaa2-a1b1fbc1233f","adb0841e-627c-4a9b-8153-04aa204e7175","0328fad9-34de-4759-8d2d-033c62be4fb0","1eefd1ef-4647-43de-97c7-6faf29a0fc1c","6a18eae0-22d7-4149-aa4c-e63733468fe7","8027a07f-1d6b-4d1f-b7c4-9b9f4e7293a0","b9a96057-5244-4399-9fa2-7d595884c46a","34998710-0347-43a4-9352-781275cba26d","ae9ab466-5e6f-4fef-b8c6-6e5fcdec44a2","7cc8c8ee-7d03-46e8-92f1-e280df0bfc0e","c1bbd849-e38c-4df1-85af-124a5625aaef","f1ee4006-84bf-4521-b26f-301a2bde79af","1f5aabbd-e6e4-4370-b736-bed9a46166f8","6cb6a563-152a-42b9-9841-e578ad4a4592","2557d57d-d365-4d1e-aab6-cf75f1b16ba7","d19bf157-b109-4ce3-a723-6892d099effd","ced4821e-96e4-4cd8-8b58-55c2bca5f71a","5c36f78e-38ed-46ef-ae5e-c2a36bb3f32a","0257e18c-2182-4e78-a932-042e8438ea3d","ac157c1e-7f46-4d62-a832-a6f968c1673c","8ae7f0fc-529a-4a2b-9216-585e80cefb6a","ade6fb47-f50c-444c-bdb3-218d10f140ec","1361103a-1aee-4341-8f57-9dd29c6b8bf3","688893f6-94d3-4869-9833-addcc3fd1b96","42086c4f-9ee7-4886-879c-9c98b0f5db77","d38a1b8e-88b9-49e7-b893-8e0bbf77b445","5c9a25a9-ef8f-4e9a-87f2-01cab8825a44","17f2e5fb-46a0-4c1e-868a-053eddbe7263","2099c58d-ec3a-48da-8f84-6128a647dabf","bc1e9064-78fe-45fb-964f-e7ef5345a39c","15bdcadb-ccab-4703-a23d-d3d3a28c9b3b","bafcd005-0996-46cf-955e-0892100e4180","51add744-95b8-47ae-9c32-92c5d273ed2b","f3d434c1-bfce-41db-abbb-c3be87930f0f","e873aa0a-e54b-40d1-a08f-5043cee584c0","470aa61a-b6d5-463f-a298-1b1a0d102e8b","8bd747cd-896a-42d5-b267-08fcbd4fc298","5fb1764b-540a-468d-82dd-c5abb1777c45","537f8e2e-ac87-443b-8de8-50c9ef1ebb42","8a47a5d1-c49d-4348-9d60-461fba5c74ec","7e3d71e1-3ed6-4219-bfdc-899e992a038a","ae5b7839-cf35-440c-9ec0-aff483f38eb4","a4985a90-176a-42e4-bf80-6530f9842e6b","23b2abd1-d00b-4256-9e17-f3f823f0c2e0","dc2512bd-3431-4799-bbab-da8a04b4774a"],"benchmarkVersion":"4-ai-research-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coveragepublic prompt brand mention coverage · observed Aug 25, 2026, 12:00 AM UTC2.083 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-research-assistants-2026-07-27","runArtifactIds":["2df87bda-eacb-4eb9-bd0d-1029a93b9178","7489391a-dbb7-43d3-a80b-a306618ec8cd","2e950c6a-7829-4074-9ff6-e048bc2aed72","a8777b1c-ef8c-4548-aaa2-a1b1fbc1233f","adb0841e-627c-4a9b-8153-04aa204e7175","0328fad9-34de-4759-8d2d-033c62be4fb0","1eefd1ef-4647-43de-97c7-6faf29a0fc1c","6a18eae0-22d7-4149-aa4c-e63733468fe7","8027a07f-1d6b-4d1f-b7c4-9b9f4e7293a0","b9a96057-5244-4399-9fa2-7d595884c46a","34998710-0347-43a4-9352-781275cba26d","ae9ab466-5e6f-4fef-b8c6-6e5fcdec44a2","7cc8c8ee-7d03-46e8-92f1-e280df0bfc0e","c1bbd849-e38c-4df1-85af-124a5625aaef","f1ee4006-84bf-4521-b26f-301a2bde79af","1f5aabbd-e6e4-4370-b736-bed9a46166f8","6cb6a563-152a-42b9-9841-e578ad4a4592","2557d57d-d365-4d1e-aab6-cf75f1b16ba7","d19bf157-b109-4ce3-a723-6892d099effd","ced4821e-96e4-4cd8-8b58-55c2bca5f71a","5c36f78e-38ed-46ef-ae5e-c2a36bb3f32a","0257e18c-2182-4e78-a932-042e8438ea3d","ac157c1e-7f46-4d62-a832-a6f968c1673c","8ae7f0fc-529a-4a2b-9216-585e80cefb6a","ade6fb47-f50c-444c-bdb3-218d10f140ec","1361103a-1aee-4341-8f57-9dd29c6b8bf3","688893f6-94d3-4869-9833-addcc3fd1b96","42086c4f-9ee7-4886-879c-9c98b0f5db77","d38a1b8e-88b9-49e7-b893-8e0bbf77b445","5c9a25a9-ef8f-4e9a-87f2-01cab8825a44","17f2e5fb-46a0-4c1e-868a-053eddbe7263","2099c58d-ec3a-48da-8f84-6128a647dabf","bc1e9064-78fe-45fb-964f-e7ef5345a39c","15bdcadb-ccab-4703-a23d-d3d3a28c9b3b","bafcd005-0996-46cf-955e-0892100e4180","51add744-95b8-47ae-9c32-92c5d273ed2b","f3d434c1-bfce-41db-abbb-c3be87930f0f","e873aa0a-e54b-40d1-a08f-5043cee584c0","470aa61a-b6d5-463f-a298-1b1a0d102e8b","8bd747cd-896a-42d5-b267-08fcbd4fc298","5fb1764b-540a-468d-82dd-c5abb1777c45","537f8e2e-ac87-443b-8de8-50c9ef1ebb42","8a47a5d1-c49d-4348-9d60-461fba5c74ec","7e3d71e1-3ed6-4219-bfdc-899e992a038a","ae5b7839-cf35-440c-9ec0-aff483f38eb4","a4985a90-176a-42e4-bf80-6530f9842e6b","23b2abd1-d00b-4256-9e17-f3f823f0c2e0","dc2512bd-3431-4799-bbab-da8a04b4774a"],"benchmarkVersion":"4-ai-research-assistants-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 25, 2026, 12:00 AM UTC3.03 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 25, 2026, 12:00 AM UTC4.167 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Gemini citation sharepublic prompt gemini brand citation share · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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OpenAI citation sharepublic prompt openai brand citation share · observed Aug 25, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 25, 2026, 12:00 AM UTC6.25 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 25, 2026, 12:00 AM UTC12.5 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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