Public Legal AI prompt leaders, engine disagreement, and citation opportunity
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
- Version
- 2-parent-807316d79e8f7662
- Published
- Jul 27, 2026
- Live boards
- 3
- Method ID
- legal-ai-platforms-prompt-insights
Where the facts come from
- Providers
- openai
- anthropic
- gemini
- Provider Matrix Version
64232fd32583
How the order is produced
The board publishes its primary raw measure without an undisclosed transformation.
When the method reruns
- daily
Boards using this version
Only live, quality-gated boards appear. Each board opens on the exact published table and evidence path.
| Board | Primary measure | Rows | Confidence | Freshness | Board version | Cadence | Evidence |
|---|---|---|---|---|---|---|---|
| Legal AI Prompt Brand Leaderslegal-ai-platforms-prompt-brand-leaders | public-prompt-leading-brand-consensus | 16 | 100% | current | 2-parent-807316d79e8f7662 | daily | Open board → |
| Legal AI Engine Disagreement by Promptlegal-ai-platforms-prompt-engine-disagreement | public-prompt-engine-disagreement | 16 | 100% | current | 2-parent-807316d79e8f7662 | daily | Open board → |
| Legal AI Prompt Citation Opportunitieslegal-ai-platforms-prompt-citation-opportunity | public-prompt-leading-brand-owned-citation-gap | 16 | 100% | current | 2-parent-807316d79e8f7662 | daily | Open board → |
Complete measurement ledger
These fields are stored with the methodology version. A changed contract must publish a new version before comparable movement can resume.
Cohort
Not specified.
Prompts
- Slug
best-legal-ai-platform
- Text
Which legal AI platforms are best for research, drafting, review, analysis, citations, workflow, security, and professional accountability?
- Intent
recommendation
- Slug
legal-ai-research
- Text
Recommend a legal AI platform for cited case, statute, regulation, secondary-source, and jurisdiction-specific research with verification.
- Intent
recommendation
- Slug
legal-ai-contract-review
- Text
Which legal AI platforms are strongest for contract review, extraction, playbooks, redlines, risk, comparison, and approval workflows?
- Intent
recommendation
- Slug
legal-ai-drafting
- Text
Recommend a legal AI platform for drafting and revising agreements, briefs, memos, correspondence, clauses, and transaction documents.
- Intent
recommendation
- Slug
legal-ai-litigation
- Text
Which legal AI platforms are best for litigation teams handling discovery, chronologies, evidence, depositions, motions, authorities, and case strategy?
- Intent
recommendation
- Slug
legal-ai-in-house
- Text
Recommend a legal AI platform for an in-house team managing contracts, requests, policies, knowledge, outside counsel, and business self-service.
- Intent
recommendation
- Slug
legal-ai-law-firm
- Text
Which legal AI platforms are strongest for a law firm that needs matter controls, knowledge integration, auditability, adoption, and support?
- Intent
recommendation
- Slug
legal-ai-small-practice
- Text
Recommend an affordable legal AI platform for a small practice that needs reliable research, drafting, document review, and clear limits.
- Intent
recommendation
- Slug
legal-ai-buying-criteria
- Text
Compare legal AI platforms on accuracy, citations, jurisdictions, workflows, integrations, confidentiality, governance, support, and price.
- Intent
commercial
- Slug
legal-ai-accuracy-test
- Text
Create a reproducible legal AI evaluation covering authority validity, citation support, jurisdiction, dates, holdings, exceptions, and hallucinations.
- Intent
commercial
- Slug
legal-ai-contract-test
- Text
Design a contract-review benchmark for legal AI using known clauses, missing terms, conflicts, defined terms, playbooks, redlines, and explanations.
- Intent
commercial
- Slug
legal-ai-security
- Text
Compare legal AI platforms on privilege, confidentiality, model training, retention, encryption, permissions, residency, audit logs, and deletion.
- Intent
commercial
- Slug
legal-ai-integrations
- Text
Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations.
- Intent
commercial
- Slug
legal-ai-pricing
- Text
How should a buyer compare legal AI pricing across users, matters, documents, research content, modules, implementation, and support?
- Intent
commercial
- Slug
legal-ai-lock-in
- Text
Which criteria expose research, document, playbook, clause, knowledge, matter, workflow, export, and API lock-in in a legal AI platform?
- Intent
commercial
- Slug
legal-ai-shortlist
- Text
Create a shortlist of legal AI vendors for a regulated organization standardizing governed legal research and document workflows.
- Intent
commercial
Providers
- openai
- anthropic
- gemini
Corpus Version
legal-ai-platforms-2026-07-27
Leader Formula
Highest provider presence; then total deterministic alias mentions, reviewed-domain citations, and brand slug.
Empty Set Policy
Two empty provider brand sets have zero disagreement.
Leader Semantics
Leading means most consistently present among reviewed brands. It does not claim endorsement or positive sentiment.
Disagreement Formula
100 multiplied by the mean pairwise Jaccard distance among the reviewed-brand sets surfaced by configured engines.
Raw Answers Published
No
Provider Matrix Version
64232fd32583
Owned Citation Gap Formula
Leading-brand engine consensus minus leading-brand owned-citation engine coverage.
Parent Methodology Version
4-legal-ai-platforms-2026-07-27-models-64232fd32583
Owned Citation Coverage Formula
Configured engines whose answer cites the leading reviewed brand's canonical domains divided by configured engines.