Reviewed vendors ranked by presence across every answer in the complete category cohort.
RANK.AI DATA / LATEST PUBLICATION
AI research assistant rank
12 companies ranked by recommendation prompt presence.
Elicit is out in front at 37.5%.
12 companieschecked Aug 25, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
In front today
Elicit
37.5%recommendation prompt presence
- Ahead of second place
- 12.5%
- Held by the top three
- 73%
- Middle of the board
- 4.2%
- Below half the leader
- 10 of 12
Highest 37.5%Middle 4.2%
WHY THIS RANK / VERIFIED SNAPSHOT
Semantic Scholar
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
- #7
- Score
- 4.167 percent
- Sample size
- 24
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 | 0% | — |
| public prompt brand engine breadth | 1 | 0% | — |
| public prompt brand mention coverage | 4.166667 | 0% | — |
| public prompt brand mention share | 6.060606 | 0% | — |
| public prompt brand recommendation presence | 4.166667 | 100% | 4.167 |
| public prompt gemini brand citation share | 0 | 0% | — |
| public prompt gemini brand mention coverage | 12.5 | 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 ranksdown since prior snapshot
- public prompt anthropic brand mention coverage12.5 → 0-12.5
- public prompt gemini brand mention coverage25 → 12.5-12.5
- public prompt gemini brand recommendation presence25 → 12.5-12.5
- public prompt brand mention coverage12.5 → 4.167-8.333
- public prompt brand recommendation presence8.333 → 4.167-4.167
- public prompt brand mention share8.696 → 6.061-2.635
- public prompt brand engine breadth2 → 1-1
- public prompt anthropic brand recommendation presence0 → 00
- public prompt brand citation share0 → 00
- public prompt gemini 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 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 UTC4.167 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 UTC6.061 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 UTC12.5 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 UTC12.5 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 UTC0 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 UTC0 percent100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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