Subcategory · AI Citation Index
AI Legal Assistant
The AI legal assistant category reveals a bifurcation between AI-native startups building focused contract and drafting tools and legacy legal research giants integrating AI into decades-old platforms. Harvey leads with 70% shortlist rate across 4 models, suggesting strong consensus for general-purpose legal AI, while Spellbook (58%) and Ironclad (57%) demonstrate comparable appeal for contract-specific workflows. The presence of LexisNexis (47%), Westlaw (46%), and Thomson Reuters (43%) at mid-tier shortlist rates indicates established players maintain relevance through brand trust and data moats, though lower rates suggest models view them as complementary rather than primary AI solutions.
83 discovery queries · 281 head-to-heads · refreshed Jun 15, 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 19/100
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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
Achieves highest shortlist rate (70%) with full model consensus, positioning as the default general-purpose AI legal assistant for law firms.
Read brand profile →Spellbook
Strong 58% shortlist rate reflects focused value proposition for contract drafting and review within existing legal workflows.
Read brand profile →Ironclad
Matches Spellbook's appeal (57%) for contract lifecycle management, suggesting parity in AI-assisted contract operations.
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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