Subcategory · AI Citation Index
Legal Tech
Legal Tech recommendations converge strongly around practice management solutions, with the top eight brands all achieving 35%+ shortlist rates and perfect model diversity (4/4). The category shows exceptional consensus with 91 brands recognized across models, yet evaluation remains shallow at just 12 brands—suggesting AI models confidently recommend established practice management, document management, and contract platforms but rarely scrutinize alternatives. The absence of prompt coverage (0%) indicates these are organic recommendations rather than responses to specific legal workflow queries.
158 discovery queries · 318 head-to-heads · refreshed Jul 27, 2026
Discovery stage
The shortlist
Across 158 buyer-style "Legal Tech" queries
Hover or click a logo to see brand details
Get weekly AI visibility changes for Legal Tech sent to your inbox.
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
Hover or click a logo to see brand details
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
practice.do
Narrowly leads the category at 54% with universal model support, positioning as the default practice management recommendation.
Read brand profile →Clio
At 52% shortlist rate, Clio remains the near-consensus choice for legal practice management across all models.
Read brand profile →ironclad.com
The highest-ranked contract intelligence platform at 35%, representing specialized legal workflows beyond core practice management.
Read brand profile →Citation sources
Where AI pulls citations from
695 citations captured across Legal Tech prompt runs.
Vendor pages
181Product, help, and marketing pages from tracked vendors
Independent sources
174Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Legal Tech 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 optionsWant to know if AI cites your brand for Legal Tech?
Free audit. ChatGPT, Perplexity, Gemini, Claude.
Run an audit →