AI agent market forecast, October 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough April 2027
- October vs September
- -2.6%
- April 2027, six months out
- -2.6%
- Past forecasts in range
- 4 of 6
Each month I forecast Google visits to the AI agent sites I track, then score myself when the real number lands. For October 2026 I expect about 3.1 million visits, about the same as in September 2026.
Below: how my last forecast did, the next six months and site by site.
Made 15 October 2026 from the September 2026 data. Data from DataForSEO, Google Trends via SerpApi, Tranco and Ahrefs · not a ranking
AI agent forecast: the key numbers for October 2026
- Expected in October3.1Mvisits-3% vs September
- Likely range2.5M–3.7Mvisits in October
- Expected in April 20273.1Mvisits-3% six months out
- Forecasts in range4 of 6monthswhen the method was tested
Visits from Google search to the tracked sites, a month. Hover or tap the chart for each month.
- The AI agent sites RankDude tracks got 3,152,564 visits from Google search in September 2026.
- The forecast for October 2026 is 3,070,892 visits, about the same as September 2026, likely between 2.5M and 3.7M.
- That is up on October 2025, when the same sites had 1,994,627 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 13.8% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 13.8%
- Inside the range
- 4 of 6 months
- Direction called right
- 1 of 6 months
- Next month
- this section scores the real forecast
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| April 2026 | 1,673,174 | 1.1M to 2.3M | 1,703,163 | +1.8% | in range |
| May 2026 | 1,679,590 | 1.2M to 2.2M | 1,829,269 | +8.9% | in range |
| June 2026 | 1,809,957 | 1.4M to 2.2M | 2,071,699 | +14.5% | in range |
| July 2026 | 1,943,788 | 1.5M to 2.4M | 2,268,874 | +16.7% | in range |
| August 2026 | 2,233,409 | 1.9M to 2.6M | 2,674,200 | +19.7% | missed |
| September 2026 | 2,608,081 | 2.1M to 3.1M | 3,152,564 | +20.9% | missed |
Month
- April 2026
- Would have forecast
- 1,673,174
- Range
- 1.1M to 2.3M
- Actual
- 1,703,163
- Miss
- +1.8%
- Result
- in range
- May 2026
- Would have forecast
- 1,679,590
- Range
- 1.2M to 2.2M
- Actual
- 1,829,269
- Miss
- +8.9%
- Result
- in range
- June 2026
- Would have forecast
- 1,809,957
- Range
- 1.4M to 2.2M
- Actual
- 2,071,699
- Miss
- +14.5%
- Result
- in range
- July 2026
- Would have forecast
- 1,943,788
- Range
- 1.5M to 2.4M
- Actual
- 2,268,874
- Miss
- +16.7%
- Result
- in range
- August 2026
- Would have forecast
- 2,233,409
- Range
- 1.9M to 2.6M
- Actual
- 2,674,200
- Miss
- +19.7%
- Result
- missed
- September 2026
- Would have forecast
- 2,608,081
- Range
- 2.1M to 3.1M
- Actual
- 3,152,564
- Miss
- +20.9%
- Result
- missed
Each row uses only data from before that month.
Miles explains
4 of 6 in range is honest, not perfect. The biggest miss was September 2026 (+21%), the kind of month when one big site jumps. That’s why the range is wide.
2What is the market doing now?
Visits are up on a year ago (+113%), and the last three months were higher than the three before. Name searches are down (-27% since October 2025). Recent months are getting stronger; the forecast expects October 2026 to be about the same as September 2026.
- Visits, September 2026
- 3,152,564 (+17.9% on the month before, +112.7% on a year ago)
- Last 3 months vs the 3 before
- +44.5%
- 24-month peak
- 3,152,564 in September 2026
- Name searches, US
- -26.5% since October 2025
- Google Trends, "ai agents"
- 48/100 (+41.2% on a year ago)
- 12-month trend
- +1.0% a month; the forecast carries the level of recent months, not the slope
WorldChange in visits, month on month, worldwide
Green grew, red shrank. Source: DataForSEO.
Miles explains
Big green or red bars are usually one site winning or losing a Google ranking, not the whole market moving. What I watch is the last three months against the three before: +45%.
3Is October usually a big month or a quiet one?
No seasonal pattern is used in this forecast: the five-year Google Trends series for "ai agents" has too many empty months (26 of 60, the last in December 2023) to read a seasonal pattern from.
On the calendar, October brings the start of the fourth quarter and next year's budget planning. Once the Google Trends series for the term can be read month by month, this section scores each month against an average month and tests whether that helps the forecast.
4What to expect in October 2026
About 3.1M visits in October 2026, about the same as September 2026. The likely range is 2.5M to 3.7M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 3,152,564 | 3,070,892 | 2.5M to 3.7M |
| Search visits, US | 252,917 | 251,717 | 227K to 277K |
| Brand-name searches a month, US (last known: September 2026) | 55,310 | 56,011 | 43.5K to 68.5K |
| Searches for “ai agents”, US (last known: September 2026) | 74,000 | 70,326 | 48.7K to 92.0K |
Measure
- Search visits, worldwide
- Last known
- 3,152,564
- Forecast
- 3,070,892
- Range
- 2.5M to 3.7M
- Search visits, US
- Last known
- 252,917
- Forecast
- 251,717
- Range
- 227K to 277K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 55,310
- Forecast
- 56,011
- Range
- 43.5K to 68.5K
- Searches for “ai agents”, US (last known: September 2026)
- Last known
- 74,000
- Forecast
- 70,326
- Range
- 48.7K to 92.0K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By April 2027 the forecast expects about 3,070,892 visits a month, -3% on the 3,152,564 of September 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| November 2026 | 3,070,892 | 2.4M to 3.7M | 251,717 | 224K to 279K |
| December 2026 | 3,070,892 | 2.3M to 3.8M | 251,717 | 222K to 282K |
| January 2027 | 3,070,892 | 2.3M to 3.9M | 251,717 | 219K to 284K |
| February 2027 | 3,070,892 | 2.2M to 3.9M | 251,717 | 217K to 287K |
| March 2027 | 3,070,892 | 2.2M to 4.0M | 251,717 | 214K to 289K |
| April 2027 | 3,070,892 | 2.1M to 4.0M | 251,717 | 212K to 292K |
Month
- November 2026
- Worldwide visits
- 3,070,892
- Range
- 2.4M to 3.7M
- US visits
- 251,717
- Range
- 224K to 279K
- December 2026
- Worldwide visits
- 3,070,892
- Range
- 2.3M to 3.8M
- US visits
- 251,717
- Range
- 222K to 282K
- January 2027
- Worldwide visits
- 3,070,892
- Range
- 2.3M to 3.9M
- US visits
- 251,717
- Range
- 219K to 284K
- February 2027
- Worldwide visits
- 3,070,892
- Range
- 2.2M to 3.9M
- US visits
- 251,717
- Range
- 217K to 287K
- March 2027
- Worldwide visits
- 3,070,892
- Range
- 2.2M to 4.0M
- US visits
- 251,717
- Range
- 214K to 289K
- April 2027
- Worldwide visits
- 3,070,892
- Range
- 2.1M to 4.0M
- US visits
- 251,717
- Range
- 212K to 292K
6What the forecast expects for the 9 most-visited sites
The forecast expects MiniMax Agent (+3%) to rise, and Genspark (-7%), Sintra (-5%) and AgentGPT (-7%) to fall; the rest are within 3% of September 2026. Single sites are harder to forecast than the whole market, so their ranges are wider.
| Site | September 2026 | October 2026 forecast | Range | Change |
|---|---|---|---|---|
 Manus | 1,339,480 | 1,371,741 | 1.1M to 1.6M | +2.4% |
 Genspark | 942,765 | 877,147 | 415K to 1.3M | -7.0% |
 Skywork | 686,669 | 668,385 | 524K to 813K | -2.7% |
 Flowith | 80,895 | 81,328 | 41.5K to 121K | +0.5% |
 Agnes AI | 58,399 | 59,328 | 52.3K to 66.4K | +1.6% |
 Sintra | 24,899 | 23,563 | 10.4K to 36.7K | -5.4% |
 MiniMax Agent | 11,889 | 12,285 | 6.5K to 18.1K | +3.3% |
 Viktor | 5,071 | 5,089 | 2.0K to 8.1K | +0.4% |
 AgentGPT | 2,497 | 2,316 | 1.3K to 3.4K | -7.2% |
Site
- Manus
- September 2026
- 1,339,480
- October 2026 forecast
- 1,371,741
- Range
- 1.1M to 1.6M
- Change
- +2.4%
- Genspark
- September 2026
- 942,765
- October 2026 forecast
- 877,147
- Range
- 415K to 1.3M
- Change
- -7.0%
- Skywork
- September 2026
- 686,669
- October 2026 forecast
- 668,385
- Range
- 524K to 813K
- Change
- -2.7%
- Flowith
- September 2026
- 80,895
- October 2026 forecast
- 81,328
- Range
- 41.5K to 121K
- Change
- +0.5%
- Agnes AI
- September 2026
- 58,399
- October 2026 forecast
- 59,328
- Range
- 52.3K to 66.4K
- Change
- +1.6%
- Sintra
- September 2026
- 24,899
- October 2026 forecast
- 23,563
- Range
- 10.4K to 36.7K
- Change
- -5.4%
- MiniMax Agent
- September 2026
- 11,889
- October 2026 forecast
- 12,285
- Range
- 6.5K to 18.1K
- Change
- +3.3%
- Viktor
- September 2026
- 5,071
- October 2026 forecast
- 5,089
- Range
- 2.0K to 8.1K
- Change
- +0.4%
- AgentGPT
- September 2026
- 2,497
- October 2026 forecast
- 2,316
- Range
- 1.3K to 3.4K
- Change
- -7.2%
Source: DataForSEO.
The 9 site forecasts add up to 3,101,182, more than the market forecast of 3,070,892 for every tracked site. Each site is forecast from its own months, with the weighting that suited that site best, and the market from the total, so the two need not add up. Read the site figures one at a time, not as a sum.
Miles explains
MiniMax Agent has the biggest expected rise (+3%). Single sites are much harder to call than the whole market, so read these as direction, not promises.
7What could change the forecast
What could knock October 2026 off course:
- A big site winning or losing a page-one position for “ai agents”.
- A Google update.
- A site going offline.
- A news story that spikes interest for a week and then fades.
None of these are in the numbers until they happen, which is why the range exists.