AI math solver market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast▲ Risingthrough May 2027
- November vs October
- +2.1%
- May 2027, six months out
- +3.8%
- Past forecasts in range
- 4 of 6
Each month I forecast Google visits to the AI math solver sites I track, then score myself when the real number lands. For November 2026 I expect about 148 million visits, about the same as 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 math solver forecast: the key numbers for November 2026
- Expected in November148Mvisits+2% vs October
- Likely range135M–161Mvisits in November
- Expected in May 2027150Mvisits+4% 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 math solver sites RankDude tracks got 144,932,249 visits from Google search in October 2026.
- The forecast for November 2026 is 147,954,748 visits, about the same as October 2026, likely between 135M and 161M.
- That is up on November 2025, when the same sites had 96,531,112 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 7.3% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 7.3%
- Inside the range
- 4 of 6 months
- Direction called right
- 2 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 | 108,202,048 | 99M to 118M | 111,826,746 | +3.3% | in range |
| June 2026 | 112,972,156 | 104M to 122M | 122,785,990 | +8.7% | missed |
| July 2026 | 122,853,935 | 112M to 134M | 121,550,589 | -1.1% | in range |
| August 2026 | 123,293,872 | 113M to 134M | 142,802,006 | +15.8% | missed |
| September 2026 | 142,677,765 | 130M to 155M | 153,861,110 | +7.8% | in range |
| October 2026 | 155,934,471 | 142M to 170M | 144,932,249 | -7.1% | in range |
Month
- May 2026
- Would have forecast
- 108,202,048
- Range
- 99M to 118M
- Actual
- 111,826,746
- Miss
- +3.3%
- Result
- in range
- June 2026
- Would have forecast
- 112,972,156
- Range
- 104M to 122M
- Actual
- 122,785,990
- Miss
- +8.7%
- Result
- missed
- July 2026
- Would have forecast
- 122,853,935
- Range
- 112M to 134M
- Actual
- 121,550,589
- Miss
- -1.1%
- Result
- in range
- August 2026
- Would have forecast
- 123,293,872
- Range
- 113M to 134M
- Actual
- 142,802,006
- Miss
- +15.8%
- Result
- missed
- September 2026
- Would have forecast
- 142,677,765
- Range
- 130M to 155M
- Actual
- 153,861,110
- Miss
- +7.8%
- Result
- in range
- October 2026
- Would have forecast
- 155,934,471
- Range
- 142M to 170M
- Actual
- 144,932,249
- Miss
- -7.1%
- Result
- in range
Each row uses only data from before that month.
Miles explains
4 of 6 in range is honest, not perfect. The biggest miss was August 2026 (+16%), 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 (+64%), and the last three months were higher than the three before. Name searches are down (-39% since October 2025). Recent months are getting stronger; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 144,932,249 (-5.8% on the month before, +63.8% on a year ago)
- Last 3 months vs the 3 before
- +24.0%
- 24-month peak
- 153,861,110 in September 2026
- Name searches, US
- -39.3% since October 2025
- Google Trends, "ai math solver"
- 25/100 (-65.3% on a year ago)
- 12-month trend
- +4.4% 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: +24%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (19% above) for searches for “ai math solver”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 119 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- February, March, September, October and November
- Quietest months
- June, July, August and December
- Used in this forecast?
- No: average miss 7.3% as chosen, 7.3% without the pattern, 28.9% 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 (28.9% average miss with it, 7.3% without), so I show it but leave it out.
4What to expect in November 2026
About 148M visits in November 2026, about the same as October 2026. The likely range is 135M to 161M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 144,932,249 | 147,954,748 | 135M to 161M |
| Search visits, US | 45,885,531 | 46,891,608 | 41M to 52M |
| Brand-name searches a month, US (last known: September 2026) | 1,769,450 | 1,494,723 | 722K to 2.3M |
| Searches for “ai math solver”, US (last known: September 2026) | 18,100 | 14,665 | 9.2K to 20.1K |
Measure
- Search visits, worldwide
- Last known
- 144,932,249
- Forecast
- 147,954,748
- Range
- 135M to 161M
- Search visits, US
- Last known
- 45,885,531
- Forecast
- 46,891,608
- Range
- 41M to 52M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 1,769,450
- Forecast
- 1,494,723
- Range
- 722K to 2.3M
- Searches for “ai math solver”, US (last known: September 2026)
- Last known
- 18,100
- Forecast
- 14,665
- Range
- 9.2K to 20.1K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 150,373,180 visits a month, +4% on the 144,932,249 of October 2026, so the next six months look about flat, ending 4% higher by May 2027.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 148,777,017 | 135M to 163M | 47,183,556 | 41M to 53M |
| January 2027 | 149,352,605 | 134M to 165M | 47,387,920 | 41M to 54M |
| February 2027 | 149,755,517 | 133M to 167M | 47,530,974 | 40M to 55M |
| March 2027 | 150,037,555 | 132M to 168M | 47,631,113 | 40M to 56M |
| April 2027 | 150,234,982 | 131M to 170M | 47,701,210 | 39M to 56M |
| May 2027 | 150,373,180 | 129M to 171M | 47,750,277 | 39M to 57M |
Month
- December 2026
- Worldwide visits
- 148,777,017
- Range
- 135M to 163M
- US visits
- 47,183,556
- Range
- 41M to 53M
- January 2027
- Worldwide visits
- 149,352,605
- Range
- 134M to 165M
- US visits
- 47,387,920
- Range
- 41M to 54M
- February 2027
- Worldwide visits
- 149,755,517
- Range
- 133M to 167M
- US visits
- 47,530,974
- Range
- 40M to 55M
- March 2027
- Worldwide visits
- 150,037,555
- Range
- 132M to 168M
- US visits
- 47,631,113
- Range
- 40M to 56M
- April 2027
- Worldwide visits
- 150,234,982
- Range
- 131M to 170M
- US visits
- 47,701,210
- Range
- 39M to 56M
- May 2027
- Worldwide visits
- 150,373,180
- Range
- 129M to 171M
- US visits
- 47,750,277
- Range
- 39M to 57M
6What the forecast expects for the ten most-visited sites
The forecast expects NoteGPT (+4%) and AskMath (+8%) to rise, and Easemate (-4%) and Mathos AI (-6%) 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 |
|---|---|---|---|---|
 Symbolab | 102,855,025 | 105,511,759 | 83M to 128M | +2.6% |
 Mathway | 21,110,437 | 20,967,455 | 18M to 24M | -0.7% |
 MathGPT | 5,647,228 | 5,766,265 | 5.3M to 6.2M | +2.1% |
 Gauth | 3,809,602 | 3,736,796 | 3.3M to 4.2M | -1.9% |
 Wolframalpha | 3,277,487 | 3,247,884 | 3.0M to 3.5M | -0.9% |
 NoteGPT | 2,218,442 | 2,316,976 | 1.8M to 2.8M | +4.4% |
 MathSolver | 1,710,657 | 1,735,080 | 694K to 2.8M | +1.4% |
 Easemate | 1,595,558 | 1,540,280 | 881K to 2.2M | -3.5% |
 AskMath | 456,659 | 492,841 | 256K to 729K | +7.9% |
 Mathos AI | 424,370 | 399,318 | 176K to 622K | -5.9% |
Site
- October 2026
- 102,855,025
- November 2026 forecast
- 105,511,759
- Range
- 83M to 128M
- Change
- +2.6%
- October 2026
- 21,110,437
- November 2026 forecast
- 20,967,455
- Range
- 18M to 24M
- Change
- -0.7%
- October 2026
- 5,647,228
- November 2026 forecast
- 5,766,265
- Range
- 5.3M to 6.2M
- Change
- +2.1%
- October 2026
- 3,809,602
- November 2026 forecast
- 3,736,796
- Range
- 3.3M to 4.2M
- Change
- -1.9%
- October 2026
- 3,277,487
- November 2026 forecast
- 3,247,884
- Range
- 3.0M to 3.5M
- Change
- -0.9%
- October 2026
- 2,218,442
- November 2026 forecast
- 2,316,976
- Range
- 1.8M to 2.8M
- Change
- +4.4%
- October 2026
- 1,710,657
- November 2026 forecast
- 1,735,080
- Range
- 694K to 2.8M
- Change
- +1.4%
- October 2026
- 1,595,558
- November 2026 forecast
- 1,540,280
- Range
- 881K to 2.2M
- Change
- -3.5%
- October 2026
- 456,659
- November 2026 forecast
- 492,841
- Range
- 256K to 729K
- Change
- +7.9%
- October 2026
- 424,370
- November 2026 forecast
- 399,318
- Range
- 176K to 622K
- Change
- -5.9%
Source: DataForSEO.
Together the ten come to 145,714,654, inside the market forecast of 147,954,748 for every tracked site.
Miles explains
AskMath has the biggest expected rise (+8%). 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 math solver”.
- 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.