AI chatbot market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecastā² Risingthrough May 2027
- November vs October
- +3.8%
- May 2027, six months out
- +11%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI chatbot sites I track, then score myself when the real number lands. For November 2026 I expect about 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 Ā· not a ranking
AI chatbot forecast: the key numbers for November 2026
- Expected in November1042Mvisits+4% vs October
- Likely range947Mā1.1Bvisits in November
- Expected in May 20271116Mvisits+11% 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 chatbot sites RankDude tracks got 1,004,435,555 visits from Google search in October 2026.
- The forecast for November 2026 is 1,042,491,750 visits, up by about 4% on October 2026, likely between 947M and 1.1B.
- That is up on November 2025, when the same sites had 340,201,700 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 15.2% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 15.2%
- 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 | 455,656,377 | 375M to 536M | 497,614,156 | +9.2% | in range |
| June 2026 | 502,589,602 | 456M to 549M | 532,059,126 | +5.9% | in range |
| July 2026 | 540,787,728 | 498M to 584M | 543,621,660 | +0.5% | in range |
| August 2026 | 552,909,969 | 509M to 597M | 935,761,186 | +69.2% | missed |
| September 2026 | 910,085,455 | 826M to 994M | 966,908,956 | +6.2% | in range |
| October 2026 | 1,001,119,754 | 909M to 1093M | 1,004,435,555 | +0.3% | in range |
Month
- May 2026
- Would have forecast
- 455,656,377
- Range
- 375M to 536M
- Actual
- 497,614,156
- Miss
- +9.2%
- Result
- in range
- June 2026
- Would have forecast
- 502,589,602
- Range
- 456M to 549M
- Actual
- 532,059,126
- Miss
- +5.9%
- Result
- in range
- July 2026
- Would have forecast
- 540,787,728
- Range
- 498M to 584M
- Actual
- 543,621,660
- Miss
- +0.5%
- Result
- in range
- August 2026
- Would have forecast
- 552,909,969
- Range
- 509M to 597M
- Actual
- 935,761,186
- Miss
- +69.2%
- Result
- missed
- September 2026
- Would have forecast
- 910,085,455
- Range
- 826M to 994M
- Actual
- 966,908,956
- Miss
- +6.2%
- Result
- in range
- October 2026
- Would have forecast
- 1,001,119,754
- Range
- 909M to 1093M
- Actual
- 1,004,435,555
- Miss
- +0.3%
- 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 (+69%), the kind of month when one big site jumps. Thatās why the range is wide.
2What is the market doing now?
Visits are up on a year ago (+259%), and the last three months were higher than the three before. Name searches are up (+5% since October 2025). Recent months are getting stronger, and the forecast follows them.
- Visits, October 2026
- 1,004,435,555 (+3.9% on the month before, +259.3% on a year ago)
- Last 3 months vs the 3 before
- +84.8%
- 24-month peak
- 1,004,435,555 in October 2026
- Name searches, US
- +4.9% since October 2025
- Google Trends, "ai chatbot"
- 34/100 (-49.3% on a year ago)
- 12-month trend
- +10.3% 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: +85%.
3Is November usually a big month or a quiet one?
November is usually a quieter month than average (1% below) for searches for āai chatbotā. But the sitesā visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 99 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- March and April
- Quietest months
- August
- Used in this forecast?
- No: average miss 15.2% as chosen, 15.2% without the pattern, 21.7% 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 (21.7% average miss with it, 15.2% without), so I show it but leave it out.
4What to expect in November 2026
About 1.0B visits in November 2026, up 4% on October 2026. The likely range is 947M to 1.1B.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 1,004,435,555 | 1,042,491,750 | 947M to 1138M |
| Search visits, US | 81,484,822 | 86,415,471 | 79M to 94M |
| Brand-name searches a month, US (last known: September 2026) | 135,992,790 | 134,017,634 | 114M to 154M |
Measure
- Search visits, worldwide
- Last known
- 1,004,435,555
- Forecast
- 1,042,491,750
- Range
- 947M to 1138M
- Search visits, US
- Last known
- 81,484,822
- Forecast
- 86,415,471
- Range
- 79M to 94M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 135,992,790
- Forecast
- 134,017,634
- Range
- 114M to 154M
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 1,116,070,333 visits a month, +11% on the 1,004,435,555 of October 2026, so the next six months look like growth.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 1,067,508,524 | 959M to 1176M | 89,278,140 | 81M to 97M |
| January 2027 | 1,085,020,265 | 965M to 1205M | 91,282,009 | 82M to 100M |
| February 2027 | 1,097,278,484 | 966M to 1229M | 92,684,717 | 83M to 103M |
| March 2027 | 1,105,859,237 | 963M to 1248M | 93,666,613 | 83M to 105M |
| April 2027 | 1,111,865,764 | 958M to 1265M | 94,353,940 | 83M to 106M |
| May 2027 | 1,116,070,333 | 952M to 1280M | 94,835,069 | 82M to 107M |
Month
- December 2026
- Worldwide visits
- 1,067,508,524
- Range
- 959M to 1176M
- US visits
- 89,278,140
- Range
- 81M to 97M
- January 2027
- Worldwide visits
- 1,085,020,265
- Range
- 965M to 1205M
- US visits
- 91,282,009
- Range
- 82M to 100M
- February 2027
- Worldwide visits
- 1,097,278,484
- Range
- 966M to 1229M
- US visits
- 92,684,717
- Range
- 83M to 103M
- March 2027
- Worldwide visits
- 1,105,859,237
- Range
- 963M to 1248M
- US visits
- 93,666,613
- Range
- 83M to 105M
- April 2027
- Worldwide visits
- 1,111,865,764
- Range
- 958M to 1265M
- US visits
- 94,353,940
- Range
- 83M to 106M
- May 2027
- Worldwide visits
- 1,116,070,333
- Range
- 952M to 1280M
- US visits
- 94,835,069
- Range
- 82M to 107M
6What the forecast expects for the ten most-visited sites
The forecast expects ChatGPT (+4%) and Duck.ai (+7%) to rise, and Voiceflow (-3%) to fall; 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 |
|---|---|---|---|---|
 ChatGPT | 918,686,520 | 955,024,926 | 879M to 1031M | +4.0% |
 Claude | 28,705,332 | 29,345,125 | 14M to 44M | +2.2% |
 DeepAI | 27,536,114 | 27,940,912 | 21M to 35M | +1.5% |
 DeepSeek | 11,770,421 | 12,075,057 | 10M to 14M | +2.6% |
 Zendesk AI | 6,417,579 | 6,426,153 | 5.9M to 6.9M | +0.1% |
 Meta AI | 4,014,574 | 4,090,161 | 3.5M to 4.6M | +1.9% |
 LiveChat | 2,020,656 | 2,067,295 | 1.3M to 2.8M | +2.3% |
 Duck.ai | 1,091,514 | 1,162,748 | 465K to 1.9M | +6.5% |
 ProProfs Chat | 963,874 | 968,429 | 867K to 1.1M | +0.5% |
 Voiceflow | 582,644 | 563,273 | 358K to 768K | -3.3% |
Site
- October 2026
- 918,686,520
- November 2026 forecast
- 955,024,926
- Range
- 879M to 1031M
- Change
- +4.0%
- 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
- 11,770,421
- November 2026 forecast
- 12,075,057
- Range
- 10M to 14M
- Change
- +2.6%
- 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%
- October 2026
- 1,091,514
- November 2026 forecast
- 1,162,748
- Range
- 465K to 1.9M
- Change
- +6.5%
- October 2026
- 963,874
- November 2026 forecast
- 968,429
- Range
- 867K to 1.1M
- Change
- +0.5%
- October 2026
- 582,644
- November 2026 forecast
- 563,273
- Range
- 358K to 768K
- Change
- -3.3%
Source: DataForSEO.
Together the ten come to 1,039,664,079, inside the market forecast of 1,042,491,750 for every tracked site.
Miles explains
Duck.ai has the biggest expected rise (+7%). 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 āai chatbotā.
- 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.