Self-hosted AI agent statistics, September 2026
Miles FosterOwner and tester, RankDude
Every month I measure 13 self-hosted AI agent sites with data from DataForSEO, Google Trends, Tranco and Ahrefs. They are the sites that rank on Google for "self hosted ai agents" plus the most-visited self-hosted AI agent sites overall. In September 2026 they got about 987,202 visits from Google, 337% more than a year ago.
Below: one short section per statistics page, starting with whether the market is growing. The tools I test are on the Self-hosted AI agents page.
Data from DataForSEO, Tranco, Chrome UX Report, Ahrefs and SerpApi · not a ranking
Self-hosted AI agent statistics: the key numbers for September 2026
Four numbers for September 2026, each counted over the month. Visits mean visits from Google search to the 13 self-hosted AI agent sites I track. Tap one for the details.
- Visits from Google987Kvisits+337% vs a year ago
- Most visited site758KvisitsOpenClaw, 77% of all
- Expected in October992Kvisits+0.5% vs last month
- 987,202 Google visits went to the 13 self-hosted AI agent sites RankDude tracks in September 2026, 337% more than a year earlier (about the same without OpenClaw).
- Growing: the self-hosted AI agent market is growing.
- 77% of all visits go to OpenClaw, the most-visited self-hosted AI agent; the five most-visited take 96.8%.
- 17.2% of visits come from the United States, followed by India, Canada and Germany.
- 991,886 visits expected in October 2026, likely between 626K and 1.4M.
Source: DataForSEO, Google Ads and Google Trends, September 2026, compiled by RankDude.
Market demand
1Is the self-hosted AI agent market growing in 2026?
Growing.
Over two years, visits went from 83.9K in October 2024 to a high of 987K in September 2026, and stand at 987K in September 2026. Much of the year’s change is one site, OpenClaw, which is why I also look at the market without it.
- Visits, year on year
- +2%
- Visits, last six months
- +129%
- Name searches, US
- +313%
- Busiest month (2 years)
- September 2026, 987K visits
| Quarter | Visits from Google | Vs the quarter before |
|---|---|---|
| Q3 2026 | 2,634,235 | +11% |
| Q2 2026 | 2,370,810 | +161% |
| Q1 2026 | 907,300 | +25% |
| Q4 2025 | 728,407 | +6% |
| Q3 2025 | 686,735 | +16% |
| Q2 2025 | 593,294 | -8% |
Quarter
- Q3 2026
- Visits from Google
- 2,634,235
- Vs the quarter before
- +11%
- Q2 2026
- Visits from Google
- 2,370,810
- Vs the quarter before
- +161%
- Q1 2026
- Visits from Google
- 907,300
- Vs the quarter before
- +25%
- Q4 2025
- Visits from Google
- 728,407
- Vs the quarter before
- +6%
- Q3 2025
- Visits from Google
- 686,735
- Vs the quarter before
- +16%
- Q2 2025
- Visits from Google
- 593,294
- Vs the quarter before
- -8%
WorldVisits a month to self-hosted AI agent sites, worldwide
Miles explains
I only call a market growing when visits and name searches agree. Here visits are level and name searches are up, so they don’t agree yet.
Search trends
2How many people search for Self-hosted AI agents in 2026?
Google Trends barely registered “self hosted ai agents” until February 2026; interest then climbed to its peak in May 2026.
- Google Trends now
- 12/100
- Five-year peak
- 83/100 in May 2026
WorldGoogle Trends interest in "self hosted ai agents", worldwide (0–100)
Monthly analysis
3What changed in the self-hosted AI agent market in September 2026?
More visits than a year ago only because of OpenClaw, more people searching by name, and the next six months look like growth.
The losers, led by Jan, lost most of their search visits (-60%).
- Visits vs August 2026
- +24%
- Biggest gain this month
- Hermes Agent +148%
- Biggest loss this month
- AnythingLLM -18%
Growing fastest, year on year
AnythingLLM+107%
Falling fastest, year on year
Jan-60%
LibreChat-51%
Open WebUI-41%
Miles explains
Huge percentages like AnythingLLM’s +107% usually mean one site won a big Google ranking from a small start. I watch whether it holds the next month.
Monthly forecast
4What happens next for Self-hosted AI agents?
I expect October 2026 to be about the same as September 2026, and the next six months to look up.
The forecast carries the level of recent months forward, not the trend line, because that version missed least when tested on past months.
- Expected in October 2026
- 991,886 visits
- Likely range
- 626K to 1.4M
- Expected in April 2027
- 1.1M +7%
- Past forecasts in range
- 5 of 6 months
Visits from Google search to the tracked sites, a month. Hover or tap the chart for each month.
Miles explains
Read the range, not the single number: tested on the last 6 months, my method landed inside its range 5 times.
Industry report
5The most-visited self-hosted AI agent sites in 2026
The most visited is OpenClaw, with 757,750 visits a month, 77% of all visits.
OpenClaw and Hermes Agent together hold 86% of all visits. Below the top five the market is long and thin: the other 8 sites share 3.2%.
- Top five sites
- 96.8% of all visits
- Visits from the US
- 17.2%
- Largest markets outside the US
- India, Canada and Germany
- Sites tracked
- 13
Most-visited self-hosted AI agent sites, September 2026
OpenClaw76.8%
Hermes Agent9.2%
Open WebUI5.4%
Jan3.0%
AnythingLLM2.4%
Share of all visits from Google. Traffic, not quality. 8 more listed tools are not measured here: 5 are measured in the category of their main product and 3 sit on shared domains whose traffic is not their own.
Miles explains
OpenClaw alone has 77% of all visits. That’s a big lead, but one Google update can close it fast.
Download the data
6Can I download the self-hosted AI agent data?
Yes. Every number on these pages comes from two CSV files, free to download.
Cite as: Miles Foster, “Self-Hosted AI Agents Statistics, September 2026”, RankDude, https://rankdude.ai/self-hosted-ai-agents/statistics
7Self-hosted AI agent statistics: questions people ask
How many people use Self-hosted AI agents?
The 13 self-hosted AI agent sites RankDude measures got about 987,202 visits from Google in September 2026. That counts visits from Google search only, not every visit, so the real total is higher.
Is the self-hosted AI agent market growing?
Yes. Visits are up 337% on a year ago, but only because of OpenClaw; without it they are up 1.5%. Over the last six months they are up 129%. Searches for the sites by name are 313% higher than in October 2025. The forecast for October 2026 is about 991,886 visits.
Which self-hosted AI agent is the most popular?
By visits from Google, OpenClaw is the most visited, with about 757,750 in September 2026, followed by Hermes Agent and Open WebUI. This measures traffic, not quality.
Where do self-hosted AI agent users come from?
17.2% of visits come from the United States. Outside the US the largest markets are India, Canada and Germany.
Where do these self-hosted AI agent statistics come from?
Traffic, rankings and search volume come from DataForSEO, popularity from Tranco and the Chrome UX Report, link strength from Ahrefs and search interest from Google Trends via SerpApi. The figures are pulled once a month, after the month has closed, and each edition is kept as published, apart from any correction, which is dated on the page.
