Is the AI test automation market growing or shrinking?
Miles FosterOwner and tester, RankDude
The answer▼ Shrinkingbut name searches are up 8% since October 2025
- Visits, year on year
- -41%
- Visits, last six months
- -46%
- Name searches vs October 2025
- +8.0%
Every month I add up the Google visits to the 44 AI test automation sites I track (DataForSEO estimates) and how often people in the US search for them by name (Google Ads). In September 2026 they got about 1.2 million visits.
The total hides very different stories: one site grew 108% in a year while another lost 95% of its visits. See who grew and who shrank, the visits month by month and the name searches, plus what I expect for October 2026.
AI test automation market demand: key numbers, September 2026
Four numbers for September 2026. Visits mean visits from Google search to the 44 tracked sites. Tap one for the detail below.
- Visits from Google1.2Mvisits-41% vs a year ago
- Name searches, US74.5Ksearches+8% vs October 2025
- Top five sites71.4%of visitsfastest grower: Opkey
- Expected in October1.2Mvisitslikely 930K to 1.4M
- The AI test automation market is shrinking as of September 2026, but name searches are up 8% since October 2025.
- The 44 AI test automation sites RankDude tracks got 1,162,884 visits from Google search in September 2026, 41% fewer visits than in September 2025.
- People in the US searched Google for these sites by name 74,470 times in September 2026, 8% more searches than in October 2025.
- The five most-visited AI test automation sites get 71.4% of all visits.
- Fastest-growing AI test automation site over the year: Opkey, +108% (7.6K to 15.7K visits a month).
- Steepest fall over the year: Meticulous, -95% (7.0K to 341 visits a month).
- Forecast for October 2026: about 1.2M visits, likely between 930K and 1.4M.
Source: DataForSEO visit estimates and Google Ads search data, published 15 October 2026 by RankDude.
1.Are more people visiting AI test automation sites than a year ago?
Down 41% on a year ago; about level with August 2026 (+2%)
No. The 44 tracked AI test automation sites got 1,162,884 visits from Google search in September 2026. That is 41% fewer visits than in September 2025, and about the same as in August 2026.
The highest month of the last two years was October 2024, with 2,641,502 visits; September 2026 is 56% below it. In the US, visits were 234,815, down 34% on a year ago.
WorldVisits a month to AI test automation sites, worldwide, two years
Source: DataForSEO, Google search visits, all tracked sites.
Worldwide, this month
1.2M
-41.2% on a year ago
United States, this month
235K
-33.6% on a year ago
Two-year high
2.6M
October 2024
US share of visits
20.2%
of worldwide visits
Miles explains
Visits are lower than a year ago, but the fall looks like it has stopped: September 2026 was level on August 2026. Google Trends interest in the term fell (-70%), but name searches did not, so some interest has cooled.
2.Are people searching for AI test automation sites by name?
Up 8% on October 2025; 74.5K name searches a month in the US
Yes, more than before. People in the US searched Google for the names of the counted AI test automation sites 74,470 times in September 2026, 8% more searches than 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 test automation tools” itself gets about 70 US searches a month (Google Ads, 12-month average).
USName searches a month for AI test automation sites, US
Source: Google Ads via DataForSEO, to September 2026.
USMost searched AI test automation sites by name, searches a month
BrowserStack33.1K a month
Sauce Labs14.8K a month
TestMu AI4.4K a month
Tricentis4.4K a month
Testim1.9K a month
Momentic1.6K a month
Miles explains
Name searches are up while visits are down, so people still know where to go. Google Trends interest in the term fell (-70%), so part of the drop may be lower interest too.
3.Which AI test automation sites grew, and which shrank?
The five most-visited sites hold 71.4% of all visits; the ten most-visited hold 84%
The five most-visited AI test automation sites get 71.4% of all visits, so one of them winning or losing a big Google ranking moves the whole total. Fastest grower over the year: Opkey, from 7,553 to 15,743 visits (+108%). Steepest fall: Meticulous, from 7,008 to 341 visits (-95%).
Growing fastest, year on year
Opkey15.7K visits+108%- Tricentis70.2K visits+55%
Parasoft12.9K visits+45%
QA Wolf7.0K visits+23%
testRigor24.5K visits+5%
Falling fastest, year on year
Meticulous341 visits-95%
Leapwork5.8K visits-81%- BrowserStack193K visits-80%
Katalon13.0K visits-78%
Kobiton1.4K visits-74%
Source: DataForSEO. Sites with 5,000+ visits a year ago.