How AI answer engines name LegalTech
Data through October 21, 2026
Across 486 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Legal & Compliance between May 10, 2026 and October 21, 2026, LegalTech was named in 14 (2.9%).
By engine
Answers each engine gave to buyer questions about Legal & Compliance, and how many of them named LegalTech.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 3 | 89 | 3.4% |
| Claude | 3 | 89 | 3.4% |
| Gemini | 2 | 89 | 2.2% |
| Perplexity | 2 | 89 | 2.2% |
| Google AI Mode | 4 | 99 | 4.0% |
| Google AI Overviews | 0 | 31 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| News | 14 | 486 | 2.9% |
Week by week
LegalTech was named in at least one answer in 6 of the 9 weeks on record; the latest was the week of June 29, 2026.
Each week's answers to buyer questions about Legal & Compliance, Monday to Sunday, newest first, and how many of them named LegalTech. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 3 | 42 | 7.1% | |
| 0 | 42 | 0.0% | |
| 1 | 53 | 1.9% | |
| 1 | 43 | 2.3% | |
| 0 | 32 | 0.0% | |
| 4 | 112 | 3.6% | |
| 3 | 111 | 2.7% | |
| 2 | 48 | 4.2% | |
| 0 | 3 | 0.0% |
Named first
When an answer named LegalTech alongside another brand in this record, it was named first in 4 of 9 (44.4%).
Named alongside
Sources the engines cited when they named LegalTech
Domains cited in answers that named LegalTech, by the number of those answers that cited them.
LegalTech's own site (legaltech.com) was cited in 2 of 14 (14.3%).
Across every answer run in the Machine Relations Index, not only the answers that named LegalTech, legaltech.com was cited in 12 of 29,566 (0.04%), by 5 of the 6 engines it observes. The Index is still collecting evidence on legaltech.com before it grades or ranks it.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend LegalTech?
ChatGPT named LegalTech in 3 of 89 answers (3.4%) to buyer questions about Legal & Compliance between May 10, 2026 and October 21, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed LegalTech.
Which sources do AI engines cite when they mention LegalTech?
The domains cited most often in answers that named LegalTech were newmarketpitch.com (7 answers), researchandmarkets.com (7 answers) and lawnext.com (6 answers).
Which AI engine names LegalTech most often?
Google AI Mode, at 4.0%: it named LegalTech in 4 of 99 answers to buyer questions about Legal & Compliance.