Is the AI legal research tool market growing or shrinking?
Miles FosterOwner and tester, RankDude
The answer▼ Shrinking
- Visits, year on year, without CoCounsel
- -39%
- Visits, last six months
- -34%
- Name searches vs October 2025
- +2.7%
Every month I add up the Google visits to the 10 AI legal research tool sites I track (DataForSEO estimates) and how often people in the US search for them by name (Google Ads). In October 2026 they got about 1.9 million visits. Much of the year’s change is one site, CoCounsel; without it, visits are down 39% on a year ago.
See who grew and who shrank, the visits month by month and the name searches, plus what I expect for November 2026.
AI legal research tool market demand: key numbers, October 2026
Four numbers for October 2026. Visits mean visits from Google search to the 10 tracked sites. Tap one for the detail below.
- Visits from Google1.9Mvisits-34% vs a year ago
- Name searches, US24.6Ksearches+3% vs October 2025
- Top five sites99.4%of visitsof all visits
- Expected in November1.9Mvisitslikely 1.7M to 2.1M
- The AI legal research tool market is shrinking as of October 2026.
- The 10 AI legal research tool sites RankDude tracks got 1,911,357 visits from Google search in October 2026, 34% fewer visits than in October 2025, or 39% fewer without CoCounsel.
- People in the US searched Google for these sites by name 24,600 times in September 2026, about the same as in October 2025.
- The five most-visited AI legal research tool sites get 99.4% of all visits.
- Steepest fall over the year: Harvey, -55% (142K to 63.8K visits a month).
- Forecast for November 2026: about 1.9M visits, likely between 1.7M and 2.1M.
Source: DataForSEO visit estimates and Google Ads search data, published 2 November 2026 by RankDude.
1.Are more people visiting AI legal research tool sites than a year ago?
Down 34% on a year ago; about level with September 2026 (+1%)
No. The 10 tracked AI legal research tool sites got 1,911,357 visits from Google search in October 2026. That is 34% fewer visits than in October 2025, or 39% fewer without CoCounsel, and about the same as in September 2026.
The highest month of the last two years was December 2024, with 3,750,011 visits; October 2026 is 49% below it. In the US, visits were 627,907, down 19% on a year ago.
WorldVisits a month to AI legal research tool sites, worldwide, two years
Source: DataForSEO, Google search visits, all tracked sites.
Worldwide, this month
1.9M
-34.4% on a year ago
United States, this month
628K
-19.1% on a year ago
Two-year high
3.8M
December 2024
US share of visits
32.9%
of worldwide visits
Miles explains
Visits are lower than a year ago, but the fall looks like it has stopped: October 2026 was level on September 2026. Google Trends interest in the term fell (-83%), but name searches did not, so some interest has cooled.
2.Are people searching for AI legal research tool sites by name?
About level with October 2025 (+3%); 24.6K name searches a month in the US
About as many as before. People in the US searched Google for the names of the counted AI legal research tool sites 24,600 times in September 2026, about the same as in October 2025. Someone who searches a site’s name already knows it, so this is the clearest sign of people coming back on purpose. The term “ai legal research” itself gets about 590 US searches a month (Google Ads, 12-month average).
USName searches a month for AI legal research tool sites, US
Source: Google Ads via DataForSEO, to September 2026.
USMost searched AI legal research tool sites by name, searches a month
CoCounsel12.1K a month
Bloomberg Law9.9K a month
Cetient1.3K a month
Descrybe590 a month
midpage.ai320 a month
TheLawGPT210 a month
Miles explains
Name searches are level, so the regular users are still there.
3.Which AI legal research tool sites grew, and which shrank?
The five most-visited sites hold 99.4% of all visits
The five most-visited AI legal research tool sites get 99.4% of all visits, so one of them winning or losing a big Google ranking moves the whole total. Steepest fall: Harvey, from 142,416 to 63,791 visits (-55%).
Growing fastest, year on year
No tracked site with 5,000 visits a year ago grew.
Falling fastest, year on year
Harvey63.8K visits-55%
Paxton Legal AI5.4K visits-45%- Bloomberg Law182K visits-40%
- CoCounsel1.5M visits-33%
Lexis+ AI Protégé106K visits-29%
Source: DataForSEO. Sites with 5,000+ visits a year ago.