Vertical AI agent market forecast, October 2026
Miles FosterOwner and tester, RankDude
The forecast▼ Fallingthrough April 2027
- October vs September
- -2.2%
- April 2027, six months out
- -6.7%
- Past forecasts in range
- 6 of 6
Each month I forecast Google visits to the vertical AI agent sites I track, then score myself when the real number lands. For October 2026 I expect about 2.9 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
Vertical AI agent forecast: the key numbers for October 2026
- Expected in October2.9Mvisits-2% vs September
- Likely range2.6M–3.1Mvisits in October
- Expected in April 20272.7Mvisits-7% six months out
- Forecasts in range6 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 vertical AI agent sites RankDude tracks got 2,928,029 visits from Google search in September 2026.
- The forecast for October 2026 is 2,863,742 visits, about the same as September 2026, likely between 2.6M and 3.1M.
- That is down on October 2025, when the same sites had 6,603,623 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 3.8% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 3.8%
- Inside the range
- 6 of 6 months
- Direction called right
- 6 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 | 4,289,257 | 3.6M to 5.0M | 4,032,225 | -6.0% | in range |
| May 2026 | 3,919,793 | 3.3M to 4.6M | 3,624,673 | -7.5% | in range |
| June 2026 | 3,513,248 | 2.9M to 4.1M | 3,387,780 | -3.6% | in range |
| July 2026 | 3,275,122 | 2.7M to 3.8M | 3,187,572 | -2.7% | in range |
| August 2026 | 3,093,260 | 2.8M to 3.3M | 3,000,267 | -3.0% | in range |
| September 2026 | 2,922,251 | 2.7M to 3.2M | 2,928,029 | +0.2% | in range |
Month
- April 2026
- Would have forecast
- 4,289,257
- Range
- 3.6M to 5.0M
- Actual
- 4,032,225
- Miss
- -6.0%
- Result
- in range
- May 2026
- Would have forecast
- 3,919,793
- Range
- 3.3M to 4.6M
- Actual
- 3,624,673
- Miss
- -7.5%
- Result
- in range
- June 2026
- Would have forecast
- 3,513,248
- Range
- 2.9M to 4.1M
- Actual
- 3,387,780
- Miss
- -3.6%
- Result
- in range
- July 2026
- Would have forecast
- 3,275,122
- Range
- 2.7M to 3.8M
- Actual
- 3,187,572
- Miss
- -2.7%
- Result
- in range
- August 2026
- Would have forecast
- 3,093,260
- Range
- 2.8M to 3.3M
- Actual
- 3,000,267
- Miss
- -3.0%
- Result
- in range
- September 2026
- Would have forecast
- 2,922,251
- Range
- 2.7M to 3.2M
- Actual
- 2,928,029
- Miss
- +0.2%
- Result
- in range
Each row uses only data from before that month.
Miles explains
6 of 6 in range is honest, not perfect. The biggest miss was May 2026 (-8%), the kind of month when one big site jumps. That’s why the range is wide.
2What is the market doing now?
Visits are down on a year ago (-56%), and the last three months were lower than the three before. Name searches are down (-23% since October 2025). Recent months are getting weaker; the forecast expects October 2026 to be about the same as September 2026.
- Visits, September 2026
- 2,928,029 (-2.4% on the month before, -55.6% on a year ago)
- Last 3 months vs the 3 before
- -17.5%
- 24-month peak
- 6,828,322 in May 2025
- Name searches, US
- -23.3% since October 2025
- Google Trends, "vertical ai agents"
- 26/100 (+116.7% on a year ago)
- 12-month trend
- -7.7% a month; the forecast carries part of the slope, fading
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: -18%.
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 "vertical ai agents" has too many empty months (36 of 60, the last in April 2025) 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 2.9M visits in October 2026, about the same as September 2026. The likely range is 2.6M to 3.1M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 2,928,029 | 2,863,742 | 2.6M to 3.1M |
| Search visits, US | 525,706 | 515,419 | 464K to 566K |
| Brand-name searches a month, US (last known: September 2026) | 152,180 | 149,865 | 137K to 163K |
| Searches for “vertical ai agents”, US (last known: September 2026) | 170 | 168 | 89 to 248 |
Measure
- Search visits, worldwide
- Last known
- 2,928,029
- Forecast
- 2,863,742
- Range
- 2.6M to 3.1M
- Search visits, US
- Last known
- 525,706
- Forecast
- 515,419
- Range
- 464K to 566K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 152,180
- Forecast
- 149,865
- Range
- 137K to 163K
- Searches for “vertical ai agents”, US (last known: September 2026)
- Last known
- 170
- Forecast
- 168
- Range
- 89 to 248
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By April 2027 the forecast expects about 2,733,245 visits a month, -7% on the 2,928,029 of September 2026, so the next six months look like a slide.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| November 2026 | 2,819,372 | 2.6M to 3.1M | 513,598 | 458K to 570K |
| December 2026 | 2,788,314 | 2.5M to 3.1M | 512,324 | 451K to 573K |
| January 2027 | 2,766,573 | 2.5M to 3.1M | 511,432 | 446K to 577K |
| February 2027 | 2,751,355 | 2.4M to 3.1M | 510,808 | 440K to 582K |
| March 2027 | 2,740,702 | 2.4M to 3.1M | 510,370 | 435K to 586K |
| April 2027 | 2,733,245 | 2.4M to 3.1M | 510,065 | 429K to 591K |
Month
- November 2026
- Worldwide visits
- 2,819,372
- Range
- 2.6M to 3.1M
- US visits
- 513,598
- Range
- 458K to 570K
- December 2026
- Worldwide visits
- 2,788,314
- Range
- 2.5M to 3.1M
- US visits
- 512,324
- Range
- 451K to 573K
- January 2027
- Worldwide visits
- 2,766,573
- Range
- 2.5M to 3.1M
- US visits
- 511,432
- Range
- 446K to 577K
- February 2027
- Worldwide visits
- 2,751,355
- Range
- 2.4M to 3.1M
- US visits
- 510,808
- Range
- 440K to 582K
- March 2027
- Worldwide visits
- 2,740,702
- Range
- 2.4M to 3.1M
- US visits
- 510,370
- Range
- 435K to 586K
- April 2027
- Worldwide visits
- 2,733,245
- Range
- 2.4M to 3.1M
- US visits
- 510,065
- Range
- 429K to 591K
6What the forecast expects for the ten most-visited sites
The forecast expects Consensus (+4%) to rise, and Julius AI (-6%), Rows (-4%), ResearchRabbit (-8%), Harvey (-5%), Scite (-3%) and GPT for Work (-11%) 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 |
|---|---|---|---|---|
 SciSpace | 975,874 | 957,010 | 862K to 1.1M | -1.9% |
 Consensus | 537,616 | 558,138 | 492K to 624K | +3.8% |
 Elicit | 327,346 | 320,863 | 271K to 371K | -2.0% |
 Julius AI | 191,950 | 181,158 | 153K to 209K | -5.6% |
 HighRadius | 177,218 | 181,215 | 167K to 196K | +2.3% |
 Rows | 89,055 | 85,612 | 72.9K to 98.3K | -3.9% |
 ResearchRabbit | 77,320 | 71,497 | 57.3K to 85.7K | -7.5% |
 Harvey | 65,311 | 62,216 | 35.3K to 89.2K | -4.7% |
 Scite | 63,993 | 61,814 | 46.5K to 77.1K | -3.4% |
 GPT for Work | 41,849 | 37,274 | 18.9K to 55.6K | -10.9% |
Site
- SciSpace
- September 2026
- 975,874
- October 2026 forecast
- 957,010
- Range
- 862K to 1.1M
- Change
- -1.9%
- Consensus
- September 2026
- 537,616
- October 2026 forecast
- 558,138
- Range
- 492K to 624K
- Change
- +3.8%
- Elicit
- September 2026
- 327,346
- October 2026 forecast
- 320,863
- Range
- 271K to 371K
- Change
- -2.0%
- Julius AI
- September 2026
- 191,950
- October 2026 forecast
- 181,158
- Range
- 153K to 209K
- Change
- -5.6%
- HighRadius
- September 2026
- 177,218
- October 2026 forecast
- 181,215
- Range
- 167K to 196K
- Change
- +2.3%
- Rows
- September 2026
- 89,055
- October 2026 forecast
- 85,612
- Range
- 72.9K to 98.3K
- Change
- -3.9%
- ResearchRabbit
- September 2026
- 77,320
- October 2026 forecast
- 71,497
- Range
- 57.3K to 85.7K
- Change
- -7.5%
- Harvey
- September 2026
- 65,311
- October 2026 forecast
- 62,216
- Range
- 35.3K to 89.2K
- Change
- -4.7%
- Scite
- September 2026
- 63,993
- October 2026 forecast
- 61,814
- Range
- 46.5K to 77.1K
- Change
- -3.4%
- GPT for Work
- September 2026
- 41,849
- October 2026 forecast
- 37,274
- Range
- 18.9K to 55.6K
- Change
- -10.9%
Source: DataForSEO.
Together the ten come to 2,516,797, inside the market forecast of 2,863,742 for every tracked site.
Miles explains
Consensus has the biggest expected rise (+4%). 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 “vertical 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.