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Loading the latest published snapshot and its supporting evidence.
Ranks reviewed Legal AI brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Signal | Mention coverage | Mention coverage | Mention share | Citation share | Engine breadth | OpenAI rec. presence | OpenAI coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Harveycompany | 47.9% | 47.92% | 22.55% | 17.65% | 3 | 50% | 43.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 02 | CoCounselcompany | 33.3% | 33.33% | 15.69% | 13.73% | 3 | 50% | 31.25% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 03 | Spellbookcompany | 33.3% | 33.33% | 15.69% | 0% | 3 | 50% | 43.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 04 | Clio Duocompany | 33.3% | 33.33% | 15.69% | 35.29% | 3 | 25% | 25% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 05 | Lexis+ AIcompany | 27.1% | 27.08% | 12.75% | 7.84% | 3 | 37.5% | 18.75% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 06 | Ironclad AIcompany | 16.7% | 16.67% | 7.84% | 15.69% | 3 | 25% | 37.5% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 07 | Paxton AIcompany | 6.3% | 6.25% | 2.94% | 5.88% | 3 | 12.5% | 6.25% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 08 | Luminancecompany | 6.3% | 6.25% | 2.94% | 0% | 2 | 0% | 0% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 09 | Evisortcompany | 4.2% | 4.17% | 1.96% | 0% | 2 | 0% | 0% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 10 | vLex Vincent AIcompany | 4.2% | 4.17% | 1.96% | 3.92% | 2 | 0% | 6.25% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 11 | Hebbiacompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 48 | — | — | Analyze brandWhy this rank | ||
| 12 | Legoracompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 48 | — | — | Analyze brandViewing why |
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Harveyharvey.ai | 47.9%23/48 | BASE | 42.6% | 78 | 9 | 9 | 3/3 |
| CoCounselthomsonreuters.com | 33.3%16/48 | -14.6 pp | 29.6% | 51 | 7 | 7 | 3/3 |
| Lexis+ AIlexisnexis.com | 27.1%13/48 | -20.8 pp | 24.1% | 22 | 4 | 4 | 3/3 |
| vLex Vincent AIvlex.com | 4.2%2/48 | -43.8 pp | 3.7% | 0 | 2 | 2 | 2/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which legal AI platforms are best for research, drafting, review, analysis, citations, workflow, security, and professional accountability?recommendation | CoCounsel · C1 | HarveyCoCounsel · C1Lexis+ AI · C1 | CoCounsel · C1 |
| 02 Recommend a legal AI platform for cited case, statute, regulation, secondary-source, and jurisdiction-specific research with verification.recommendation | CoCounsel | Lexis+ AI | No selected brand |
| 03 Which legal AI platforms are strongest for contract review, extraction, playbooks, redlines, risk, comparison, and approval workflows?recommendation | Harvey | Harvey | No selected brand |
| 04 Recommend a legal AI platform for drafting and revising agreements, briefs, memos, correspondence, clauses, and transaction documents.recommendation | HarveyLexis+ AI · C1 | CoCounsel | Harvey |
| 05 Which legal AI platforms are best for litigation teams handling discovery, chronologies, evidence, depositions, motions, authorities, and case strategy?recommendation | Lexis+ AI | No selected brand | No selected brand |
| 06 Recommend a legal AI platform for an in-house team managing contracts, requests, policies, knowledge, outside counsel, and business self-service.recommendation | Harvey | No selected brand | Harvey · C1Lexis+ AI · C1 |
| 07 Which legal AI platforms are strongest for a law firm that needs matter controls, knowledge integration, auditability, adoption, and support?recommendation | CoCounsel · C1Lexis+ AI | HarveyCoCounselLexis+ AI | Harvey · C1 |
| 08 Recommend an affordable legal AI platform for a small practice that needs reliable research, drafting, document review, and clear limits.recommendation | HarveyCoCounsel | No selected brand | CoCounsel |
| 09 Compare legal AI platforms on accuracy, citations, jurisdictions, workflows, integrations, confidentiality, governance, support, and price.commercial | HarveyCoCounsel | HarveyCoCounsel · C1Lexis+ AI | HarveyCoCounsel · C1Lexis+ AI |
| 10 Create a reproducible legal AI evaluation covering authority validity, citation support, jurisdiction, dates, holdings, exceptions, and hallucinations.commercial | No selected brand | No selected brand | No selected brand |
| 11 Design a contract-review benchmark for legal AI using known clauses, missing terms, conflicts, defined terms, playbooks, redlines, and explanations.commercial | No selected brand | No selected brand | Harvey · C1 |
| 12 Compare legal AI platforms on privilege, confidentiality, model training, retention, encryption, permissions, residency, audit logs, and deletion.commercial | vLex Vincent AI · C1 | HarveyCoCounselLexis+ AI | vLex Vincent AI · C1 |
| 13 Compare legal AI platforms on document, matter, contract, research, billing, email, identity, knowledge, API, and workflow integrations.commercial | Harvey | Harvey · C1CoCounselLexis+ AI | Harvey · C1 |
| 14 How should a buyer compare legal AI pricing across users, matters, documents, research content, modules, implementation, and support?commercial | No selected brand | CoCounsel · C1Lexis+ AI · C1 | No selected brand |
| 15 Which criteria expose research, document, playbook, clause, knowledge, matter, workflow, export, and API lock-in in a legal AI platform?commercial | No selected brand | Harvey · C1 | Harvey · C1 |
| 16 Create a shortlist of legal AI vendors for a regulated organization standardizing governed legal research and document workflows.commercial | Harvey · C1 | Harvey | Harvey · C1CoCounselLexis+ AI |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| clio.com | 15 | 13 | 3 | #1 | Open source ↗ |
| reddit.com | 14 | 12 | 3 | #1 | Open source ↗ |
| mycase.com | 14 | 2 | 3 | #1 | Open source ↗ |
| darrow.ai | 12 | 1 | 3 | #1 | Open source ↗ |
| spellbook.com | 10 | 9 | 3 | #1 | Open source ↗ |
| legalfly.com | 10 | 6 | 3 | #1 | Open source ↗ |
| harvey.ai | 9 | 6 | 3 | #1 | Open source ↗ |
| gc.ai | 8 | 11 | 3 | #1 | Open source ↗ |
| linkedin.com | 8 | 8 | 3 | #2 | Open source ↗ |
| ironcladapp.com | 8 | 4 | 3 | #1 | Open source ↗ |
| legal.thomsonreuters.com | 7 | 4 | 3 | #1 | Open source ↗ |
| legalontech.com | 7 | 4 | 2 | #1 | Open source ↗ |
| leanlaw.co | 7 | 2 | 3 | #1 | Open source ↗ |
| eve.legal | 6 | 2 | 3 | #1 | Open source ↗ |
| youtube.com | 5 | 5 | 2 | #3 | Open source ↗ |
| legaltechnologyhub.com | 4 | 4 | 3 | #1 | Open source ↗ |
| lexisnexis.com | 4 | 4 | 3 | #1 | Open source ↗ |
| americanbar.org | 4 | 3 | 2 | #1 | Open source ↗ |
| jdsupra.com | 4 | 3 | 2 | #3 | Open source ↗ |
| nexlaw.ai | 4 | 3 | 1 | #3 | Open source ↗ |
Ranks a reviewed Legal AI brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 0 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 0 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 0 | 0% | — | 1 | available |
| public prompt brand citation share |
|---|
| 0 |
| 0% |
| — |
| 1 |
| available |
| public prompt brand engine breadth | 0 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 0 | 100% | 0 | 1 | available |
|---|
| public prompt brand mention share | 0 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 0 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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