AI assistants market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast▲ Risingthrough May 2027
- November vs October
- +3.6%
- May 2027, six months out
- +10%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI assistants sites I track, then score myself when the real number lands. For November 2026 I expect about 1.1 billion visits, 4% more than in October 2026.
Below: how my last forecast did, the next six months and site by site.
Made 2 November 2026 from the October 2026 data. Data from DataForSEO, Google Trends via DataForSEO, Tranco and Ahrefs · not a ranking
AI assistants forecast: the key numbers for November 2026
- Expected in November1131Mvisits+4% vs October
- Likely range1.0B–1.2Bvisits in November
- Expected in May 20271205Mvisits+10% six months out
- Forecasts in range5 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 assistants sites RankDude tracks got 1,091,789,008 visits from Google search in October 2026.
- The forecast for November 2026 is 1,131,034,045 visits, up by about 4% on October 2026, likely between 1.0B and 1.2B.
- That is up on November 2025, when the same sites had 415,083,615 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 14.2% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 14.2%
- Inside the range
- 5 of 6 months
- Direction called right
- 5 of 6 months
- Next month
- this section scores the real forecast
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 536,188,830 | 471M to 601M | 572,056,069 | +6.7% | in range |
| June 2026 | 577,047,863 | 531M to 623M | 605,029,859 | +4.8% | in range |
| July 2026 | 613,088,041 | 564M to 662M | 608,471,178 | -0.8% | in range |
| August 2026 | 616,921,755 | 568M to 666M | 1,033,201,165 | +67.5% | missed |
| September 2026 | 1,003,237,480 | 923M to 1083M | 1,056,648,162 | +5.3% | in range |
| October 2026 | 1,092,781,816 | 1005M to 1180M | 1,091,789,008 | -0.1% | in range |
Month
- May 2026
- Would have forecast
- 536,188,830
- Range
- 471M to 601M
- Actual
- 572,056,069
- Miss
- +6.7%
- Result
- in range
- June 2026
- Would have forecast
- 577,047,863
- Range
- 531M to 623M
- Actual
- 605,029,859
- Miss
- +4.8%
- Result
- in range
- July 2026
- Would have forecast
- 613,088,041
- Range
- 564M to 662M
- Actual
- 608,471,178
- Miss
- -0.8%
- Result
- in range
- August 2026
- Would have forecast
- 616,921,755
- Range
- 568M to 666M
- Actual
- 1,033,201,165
- Miss
- +67.5%
- Result
- missed
- September 2026
- Would have forecast
- 1,003,237,480
- Range
- 923M to 1083M
- Actual
- 1,056,648,162
- Miss
- +5.3%
- Result
- in range
- October 2026
- Would have forecast
- 1,092,781,816
- Range
- 1005M to 1180M
- Actual
- 1,091,789,008
- Miss
- -0.1%
- Result
- in range
Each row uses only data from before that month.
Miles explains
5 of 6 in range is honest, not perfect. The biggest miss was August 2026 (+68%), 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 (+218%), and the last three months were higher than the three before. Name searches are up (+4% since October 2025). Recent months are getting stronger, and the forecast follows them.
- Visits, October 2026
- 1,091,789,008 (+3.3% on the month before, +217.6% on a year ago)
- Last 3 months vs the 3 before
- +78.2%
- 24-month peak
- 1,091,789,008 in October 2026
- Name searches, US
- +3.9% since October 2025
- Google Trends, "ai assistants"
- 24/100 (-61.9% on a year ago)
- 12-month trend
- +9.2% 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: +78%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (13% above) for searches for “ai assistants”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 113 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- April, June, August and November
- Quietest months
- May and July
- Used in this forecast?
- No: average miss 14.2% as chosen, 14.2% without the pattern, 36.3% always with it
WorldHow busy each month usually is, worldwide (100 = average)
Source: Google Trends, five years.
Miles explains
I tested the calendar against the last months and it made the forecast worse (36.3% average miss with it, 14.2% without), so I show it but leave it out.
4What to expect in November 2026
About 1.1B visits in November 2026, up 4% on October 2026. The likely range is 1.0B to 1.2B.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 1,091,789,008 | 1,131,034,045 | 1041M to 1222M |
| Search visits, US | 88,894,691 | 93,863,005 | 86M to 101M |
| Brand-name searches a month, US (last known: September 2026) | 137,812,120 | 135,819,132 | 116M to 156M |
| Searches for “ai assistants”, US (last known: September 2026) | 74,000 | 80,697 | 30.5K to 131K |
Measure
- Search visits, worldwide
- Last known
- 1,091,789,008
- Forecast
- 1,131,034,045
- Range
- 1041M to 1222M
- Search visits, US
- Last known
- 88,894,691
- Forecast
- 93,863,005
- Range
- 86M to 101M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 137,812,120
- Forecast
- 135,819,132
- Range
- 116M to 156M
- Searches for “ai assistants”, US (last known: September 2026)
- Last known
- 74,000
- Forecast
- 80,697
- Range
- 30.5K to 131K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 1,205,393,727 visits a month, +10% on the 1,091,789,008 of October 2026, so the next six months look like growth.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 1,156,316,392 | 1055M to 1258M | 96,742,619 | 88M to 105M |
| January 2027 | 1,174,014,036 | 1061M to 1287M | 98,758,348 | 89M to 108M |
| February 2027 | 1,186,402,386 | 1063M to 1310M | 100,169,358 | 90M to 111M |
| March 2027 | 1,195,074,232 | 1061M to 1329M | 101,157,065 | 90M to 112M |
| April 2027 | 1,201,144,523 | 1057M to 1345M | 101,848,461 | 90M to 114M |
| May 2027 | 1,205,393,727 | 1051M to 1360M | 102,332,437 | 89M to 115M |
Month
- December 2026
- Worldwide visits
- 1,156,316,392
- Range
- 1055M to 1258M
- US visits
- 96,742,619
- Range
- 88M to 105M
- January 2027
- Worldwide visits
- 1,174,014,036
- Range
- 1061M to 1287M
- US visits
- 98,758,348
- Range
- 89M to 108M
- February 2027
- Worldwide visits
- 1,186,402,386
- Range
- 1063M to 1310M
- US visits
- 100,169,358
- Range
- 90M to 111M
- March 2027
- Worldwide visits
- 1,195,074,232
- Range
- 1061M to 1329M
- US visits
- 101,157,065
- Range
- 90M to 112M
- April 2027
- Worldwide visits
- 1,201,144,523
- Range
- 1057M to 1345M
- US visits
- 101,848,461
- Range
- 90M to 114M
- May 2027
- Worldwide visits
- 1,205,393,727
- Range
- 1051M to 1360M
- US visits
- 102,332,437
- Range
- 89M to 115M
6What the forecast expects for the ten most-visited sites
The forecast expects ChatGPT (+4%) to rise, and none to fall by more than 3%; the rest are within 3% of October 2026. Single sites are harder to forecast than the whole market, so their ranges are wider.
| Site | October 2026 | November 2026 forecast | Range | Change |
|---|---|---|---|---|
| 918,686,520 | 955,024,926 | 879M to 1031M | +4.0% | |
| 58,192,976 | 58,295,768 | 51M to 65M | +0.2% | |
| 28,705,332 | 29,345,125 | 14M to 44M | +2.2% | |
| 27,536,114 | 27,940,912 | 21M to 35M | +1.5% | |
| 12,248,263 | 12,290,995 | 11M to 14M | +0.3% | |
| 11,770,421 | 12,075,057 | 10M to 14M | +2.6% | |
| 7,375,610 | 7,453,086 | 4.5M to 10M | +1.1% | |
| 6,417,579 | 6,426,153 | 5.9M to 6.9M | +0.1% | |
| 4,014,574 | 4,090,161 | 3.5M to 4.6M | +1.9% | |
| 2,020,656 | 2,067,295 | 1.3M to 2.8M | +2.3% |
Site
- October 2026
- 918,686,520
- November 2026 forecast
- 955,024,926
- Range
- 879M to 1031M
- Change
- +4.0%
- October 2026
- 58,192,976
- November 2026 forecast
- 58,295,768
- Range
- 51M to 65M
- Change
- +0.2%
- October 2026
- 28,705,332
- November 2026 forecast
- 29,345,125
- Range
- 14M to 44M
- Change
- +2.2%
- October 2026
- 27,536,114
- November 2026 forecast
- 27,940,912
- Range
- 21M to 35M
- Change
- +1.5%
- October 2026
- 12,248,263
- November 2026 forecast
- 12,290,995
- Range
- 11M to 14M
- Change
- +0.3%
- October 2026
- 11,770,421
- November 2026 forecast
- 12,075,057
- Range
- 10M to 14M
- Change
- +2.6%
- October 2026
- 7,375,610
- November 2026 forecast
- 7,453,086
- Range
- 4.5M to 10M
- Change
- +1.1%
- October 2026
- 6,417,579
- November 2026 forecast
- 6,426,153
- Range
- 5.9M to 6.9M
- Change
- +0.1%
- October 2026
- 4,014,574
- November 2026 forecast
- 4,090,161
- Range
- 3.5M to 4.6M
- Change
- +1.9%
- October 2026
- 2,020,656
- November 2026 forecast
- 2,067,295
- Range
- 1.3M to 2.8M
- Change
- +2.3%
Source: DataForSEO.
Together the ten come to 1,115,009,478, inside the market forecast of 1,131,034,045 for every tracked site.
Miles explains
ChatGPT 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 November 2026 off course:
- A big site winning or losing a page-one position for “ai assistants”.
- 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.
