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RANK.AI DATA / LATEST PUBLICATION

Legal AI engine disagreement by prompt

16 prompts ranked by cross engine brand disagreement.
Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations. is out in front at 100.0%.

16 promptschecked Aug 30, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations.

100.0%cross engine brand disagreement

Ahead of second place
0%
Held by the top three
25%
Middle of the board
88.9%
Below half the leader
3 of 16
Highest 100.0%Middle 88.9%
1. Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations. — 100.0%2. Which legal AI platforms are best for litigation teams handling discovery, chronologies, evidence, depositions, motions, authorities, and case strategy? — 100.0%3. How should a buyer compare legal AI pricing across users, matters, documents, research content, modules, implementation, and support? — 100.0%4. Which criteria expose research, document, playbook, clause, knowledge, matter, workflow, export, and API lock-in in a legal AI platform? — 100.0%5. Which legal AI platforms are strongest for contract review, extraction, playbooks, redlines, risk, comparison, and approval workflows? — 94.4%6. Create a shortlist of legal AI vendors for a regulated organization standardizing governed legal research and document workflows. — 91.7%7. Recommend a legal AI platform for an in-house team managing contracts, requests, policies, knowledge, outside counsel, and business self-service. — 88.9%8. Recommend a legal AI platform for cited case, statute, regulation, secondary-source, and jurisdiction-specific research with verification. — 88.9%9. Recommend an affordable legal AI platform for a small practice that needs reliable research, drafting, document review, and clear limits. — 88.9%10. Which legal AI platforms are best for research, drafting, review, analysis, citations, workflow, security, and professional accountability? — 83.3%11. Compare legal AI platforms on accuracy, citations, jurisdictions, workflows, integrations, confidentiality, governance, support, and price. — 83.3%12. Which legal AI platforms are strongest for a law firm that needs matter controls, knowledge integration, auditability, adoption, and support? — 83.3%13. Compare legal AI platforms on privilege, confidentiality, model training, retention, encryption, permissions, residency, audit logs, and deletion. — 66.7%14. Recommend a legal AI platform for drafting and revising agreements, briefs, memos, correspondence, clauses, and transaction documents. — 44.4%15. Create a reproducible legal AI evaluation covering authority validity, citation support, jurisdiction, dates, holdings, exceptions, and hallucinations. — 0.0%16. Design a contract-review benchmark for legal AI using known clauses, missing terms, conflicts, defined terms, playbooks, redlines, and explanations. — 0.0%
Rank 1one bar per published rowRank 16
WHY THIS RANK / VERIFIED SNAPSHOT

Compare legal AI platforms on privilege, confidentiality, model training, retention, encryption, permissions, residency, audit logs, and deletion.

Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.

availablePermalink to this snapshot ↗
Published rank
#13
Score
66.667 percent
Sample size
3

100% confidence · 100% component coverage · as of Aug 30, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

All components available · 1 evidence record each

Components contributing to Compare legal AI platforms on privilege, confidentiality, model training, retention, encryption, permissions, residency, audit logs, and deletion.'s rank
ComponentValueWeightContribution
public prompt brand presence events20%—
public prompt citation urls180%—
public prompt distinct reviewed brands20%—
public prompt engine disagreement66.666667100%66.667
public prompt leading brand consensus33.3333330%—
public prompt leading brand owned citation coverage33.3333330%—
public prompt leading brand owned citation gap00%—
WHY IT MOVED

down since prior snapshot

-6 ranks
  1. public prompt leading brand owned citation gap66.667 → 0
    -66.667
  2. public prompt leading brand consensus66.667 → 33.333
    -33.333
  3. public prompt leading brand owned citation coverage0 → 33.333
    +33.333
  4. public prompt brand presence events9 → 2
    -7
  5. public prompt engine disagreement72.222 → 66.667
    -5.556
  6. public prompt citation urls22 → 18
    -4
  7. public prompt distinct reviewed brands6 → 2
    -4
PRIMARY EVIDENCE

Source trail

7 public records
  • Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 30, 2026, 12:00 AM UTC2 presence_events100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct citation URLspublic prompt citation urls · observed Aug 30, 2026, 12:00 AM UTC18 urls100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 30, 2026, 12:00 AM UTC2 brands100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 30, 2026, 12:00 AM UTC66.667 percent100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 30, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 30, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 30, 2026, 12:00 AM UTC0 percentage_points100% confidence
    Source
    Rank.ai Legal AI Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"legal-ai-security","corpusVersion":"legal-ai-platforms-2026-07-27","runArtifactIds":["035baa39-42fa-4954-9be7-38053ffad9d6","5d87b928-69fc-4b20-a0dc-fff56d008bee","ea79e98c-ffe9-4d06-90b9-53e37ec52487"],"parentSnapshotId":"15434873-391f-4505-b99c-df10e62d922c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Legal AI prompt leaders, engine disagreement, and citation opportunity · v2-parent-807316d79e8f7662112 observations · 1 sources · passed quality
Snapshot
be484db9-fc13-4490-8a03-d8a1c26c4855
Data hash
43e5ecb889fb0094bc6ec14c752ed01852161bea594f3a31b9657605ba725a76
Method hash
1b67fba71e38185e8386393bd1edd34f2fe13b54f19841581c95158661b7a8b3

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