Subcategory · AI Citation Index
AI Legal Assistant
The AI legal assistant category shows a clear bifurcation between AI-native upstarts and legacy legal platforms. Harvey's commanding 70% shortlist rate signals strong product-market fit among legal teams seeking purpose-built AI tools, while Spellbook and Ironclad's 58-57% rates demonstrate viable alternatives. Notably, traditional legal research powerhouses LexisNexis and Westlaw lag at 47-46%, suggesting their AI integrations haven't yet matched the appeal of native AI solutions. All top brands show identical model diversity (4), indicating the category has standardized around multi-model approaches for legal work.
83 discovery queries · 270 head-to-heads · refreshed Sep 24, 2026
Discovery stage
The shortlist
Across 83 buyer-style "AI Legal Assistant" queries
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Score shifts, new entrants, citation gaps — every Monday.
Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 5/100
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Harvey
Leads the category with 70% shortlist rate, demonstrating strongest product-market fit among legal AI solutions.
Read brand profile →Spellbook
Captures 58% shortlist rate as the primary alternative to Harvey for AI-powered contract and legal work.
Read brand profile →Ironclad
Achieves 57% shortlist rate, positioning as a strong contender particularly for contract lifecycle management with AI.
Read brand profile →Citation sources
Where AI pulls citations from
708 citations captured across AI Legal Assistant prompt runs.
Vendor pages
254Product, help, and marketing pages from tracked vendors
Independent sources
276Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top AI Legal Assistant questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
Buyers comparing options- The 8 Best AI tools for Legal Research in 2025legalfly.com
- AI-Driven Legal Tech Trends for 2025attorneyjournals.com
- Compare Top 53 Legal AI Software by Pricingaimultiple.com
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