Reviewed AI research assistants ranked by recommendation-prompt presence across three configured model APIs.
Most cited pages in AI research Assistants answers
116 source pages ranked by cited answer coverage.
kimi.ai/resources/best-ai-research-assistants is out in front at 12.5%.
116 source pageschecked Aug 25, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
kimi.ai/resources/best-ai-research-assistants
12.5%cited answer coverage
- Ahead of second place
- 2.1%
- Held by the top three
- 10%
- Middle of the board
- 2.1%
- Below half the leader
- 109 of 116
cloudsecurityalliance.org/artifacts/data-security-within-ai-environments
Ranks privacy-safe canonical citation pages in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
- Published rank
- #68
- Score
- 2.083 percent
- Sample size
- 48
100% confidence · 41% component coverage · as of Aug 25, 2026, 12:00 AM UTC
Component ledger
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | 624c3e92cc97baa1e4cc400062f9d69cddf5ac8cf121dc56d8e4841c0e4e55ff | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 48 | Unavailable | 48 | 0 | unavailableno_public_frozen_evidence |
| canonicalHostname | cloudsecurityalliance.org | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| canonicalPageUrl | https://cloudsecurityalliance.org/artifacts/data-security-within-ai-environments | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailableno_public_frozen_evidence |
| positionDenominator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
| positionNumerator | 4 | Unavailable | 4 | 0 | unavailableno_public_frozen_evidence |
| promptDenominator | 16 | Unavailable | 16 | 0 | unavailableno_public_frozen_evidence |
| public prompt page answer coverage | 2.083333 | 100% | 2.083 | 1 | available |
| public prompt page best position | 4 | 0% | 0 | 1 | available |
| public prompt page cited answer count | 1 | 0% | 0 | 1 | available |
| public prompt page engine breadth | 1 | 0% | 0 | 1 | available |
| public prompt page mean position | 4 | 0% | 0 | 1 | available |
| public prompt page median position | 4 | 0% | 0 | 1 | available |
| public prompt page prompt breadth | 1 | 0% | 0 | 1 | available |
| queryStringsPublished | 0 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
new since prior snapshot
no_prior_published_snapshot
No component moved since the prior snapshot.
Source trail
Cited-answer coveragepublic prompt page answer 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"}
Best citation positionpublic prompt page best position · observed Aug 25, 2026, 12:00 AM UTC4 position100% 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"}
Cited answerspublic prompt page cited answer count · observed Aug 25, 2026, 12:00 AM UTC1 answers100% 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 page 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"}
Mean citation positionpublic prompt page mean position · observed Aug 25, 2026, 12:00 AM UTC4 position100% 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"}
Median citation positionpublic prompt page median position · observed Aug 25, 2026, 12:00 AM UTC4 position100% confidence
- Source
- Rank.ai AI Research Assistants Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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Prompt breadthpublic prompt page prompt breadth · observed Aug 25, 2026, 12:00 AM UTC1 prompts100% confidence
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