AI research paper writer market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast▲ Risingthrough May 2027
- November vs October
- +3.9%
- May 2027, six months out
- +12%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI research paper writer sites I track, then score myself when the real number lands. For November 2026 I expect about 986 million 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 research paper writer forecast: the key numbers for November 2026
- Expected in November986Mvisits+4% vs October
- Likely range904M–1.1Bvisits in November
- Expected in May 20271059Mvisits+12% 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 research paper writer sites RankDude tracks got 948,478,789 visits from Google search in October 2026.
- The forecast for November 2026 is 985,908,366 visits, up by about 4% on October 2026, likely between 904M and 1.1B.
- That is up on November 2025, when the same sites had 296,318,495 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 16.4% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 16.4%
- 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 | 413,613,688 | 312M to 515M | 447,821,806 | +8.3% | in range |
| June 2026 | 452,831,404 | 409M to 497M | 477,806,918 | +5.5% | in range |
| July 2026 | 485,617,523 | 443M to 528M | 491,967,852 | +1.3% | in range |
| August 2026 | 500,241,167 | 459M to 542M | 881,258,250 | +76.2% | missed |
| September 2026 | 855,410,098 | 784M to 926M | 909,067,579 | +6.3% | in range |
| October 2026 | 943,092,219 | 865M to 1021M | 948,478,789 | +0.6% | in range |
Month
- May 2026
- Would have forecast
- 413,613,688
- Range
- 312M to 515M
- Actual
- 447,821,806
- Miss
- +8.3%
- Result
- in range
- June 2026
- Would have forecast
- 452,831,404
- Range
- 409M to 497M
- Actual
- 477,806,918
- Miss
- +5.5%
- Result
- in range
- July 2026
- Would have forecast
- 485,617,523
- Range
- 443M to 528M
- Actual
- 491,967,852
- Miss
- +1.3%
- Result
- in range
- August 2026
- Would have forecast
- 500,241,167
- Range
- 459M to 542M
- Actual
- 881,258,250
- Miss
- +76.2%
- Result
- missed
- September 2026
- Would have forecast
- 855,410,098
- Range
- 784M to 926M
- Actual
- 909,067,579
- Miss
- +6.3%
- Result
- in range
- October 2026
- Would have forecast
- 943,092,219
- Range
- 865M to 1021M
- Actual
- 948,478,789
- Miss
- +0.6%
- 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 (+76%), 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 (+318%), and the last three months were higher than the three before. Name searches are up (+6% since October 2025). Recent months are getting stronger, and the forecast follows them.
- Visits, October 2026
- 948,478,789 (+4.3% on the month before, +317.7% on a year ago)
- Last 3 months vs the 3 before
- +93.2%
- 24-month peak
- 948,478,789 in October 2026
- Name searches, US
- +6.3% since October 2025
- Google Trends, "ai paper writer"
- 7/100 (-69.6% on a year ago)
- 12-month trend
- +11.0% 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: +93%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (22% above) for searches for “ai paper writer”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 122 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- February, March, April, October and November
- Quietest months
- June, July and August
- Used in this forecast?
- No: average miss 16.4% as chosen, 16.4% without the pattern, 32.9% 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 (32.9% average miss with it, 16.4% without), so I show it but leave it out.
4What to expect in November 2026
About 986M visits in November 2026, up 4% on October 2026. The likely range is 904M to 1.1B.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 948,478,789 | 985,908,366 | 904M to 1068M |
| Search visits, US | 76,096,519 | 80,905,500 | 74M to 87M |
| Brand-name searches a month, US (last known: September 2026) | 133,167,060 | 132,385,906 | 107M to 158M |
| Searches for “ai paper writer”, US (last known: September 2026) | 480 | 664 | 435 to 893 |
Measure
- Search visits, worldwide
- Last known
- 948,478,789
- Forecast
- 985,908,366
- Range
- 904M to 1068M
- Search visits, US
- Last known
- 76,096,519
- Forecast
- 80,905,500
- Range
- 74M to 87M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 133,167,060
- Forecast
- 132,385,906
- Range
- 107M to 158M
- Searches for “ai paper writer”, US (last known: September 2026)
- Last known
- 480
- Forecast
- 664
- Range
- 435 to 893
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 1,058,949,670 visits a month, +12% on the 948,478,789 of October 2026, so the next six months look like growth.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 1,010,742,464 | 918M to 1103M | 83,736,476 | 76M to 91M |
| January 2027 | 1,028,126,332 | 926M to 1131M | 85,718,159 | 77M to 94M |
| February 2027 | 1,040,295,040 | 928M to 1153M | 87,105,337 | 78M to 96M |
| March 2027 | 1,048,813,136 | 927M to 1171M | 88,076,362 | 78M to 98M |
| April 2027 | 1,054,775,803 | 923M to 1186M | 88,756,079 | 78M to 99M |
| May 2027 | 1,058,949,670 | 918M to 1200M | 89,231,881 | 78M to 101M |
Month
- December 2026
- Worldwide visits
- 1,010,742,464
- Range
- 918M to 1103M
- US visits
- 83,736,476
- Range
- 76M to 91M
- January 2027
- Worldwide visits
- 1,028,126,332
- Range
- 926M to 1131M
- US visits
- 85,718,159
- Range
- 77M to 94M
- February 2027
- Worldwide visits
- 1,040,295,040
- Range
- 928M to 1153M
- US visits
- 87,105,337
- Range
- 78M to 96M
- March 2027
- Worldwide visits
- 1,048,813,136
- Range
- 927M to 1171M
- US visits
- 88,076,362
- Range
- 78M to 98M
- April 2027
- Worldwide visits
- 1,054,775,803
- Range
- 923M to 1186M
- US visits
- 88,756,079
- Range
- 78M to 99M
- May 2027
- Worldwide visits
- 1,058,949,670
- Range
- 918M to 1200M
- US visits
- 89,231,881
- Range
- 78M to 101M
6What the forecast expects for the 6 most-visited sites
The forecast expects ChatGPT (+4%), Paperpal (+8%), Jenni (+7%), Yomu (+7%) and Logically (+10%) 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% | |
| 28,705,332 | 29,345,125 | 14M to 44M | +2.2% | |
| 733,563 | 790,759 | 628K to 954K | +7.8% | |
| 329,567 | 351,539 | 186K to 517K | +6.7% | |
| 19,887 | 21,251 | 18.7K to 23.8K | +6.9% | |
| 3,920 | 4,297 | 3.0K to 5.6K | +9.6% |
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
- 733,563
- November 2026 forecast
- 790,759
- Range
- 628K to 954K
- Change
- +7.8%
- October 2026
- 329,567
- November 2026 forecast
- 351,539
- Range
- 186K to 517K
- Change
- +6.7%
- October 2026
- 19,887
- November 2026 forecast
- 21,251
- Range
- 18.7K to 23.8K
- Change
- +6.9%
- October 2026
- 3,920
- November 2026 forecast
- 4,297
- Range
- 3.0K to 5.6K
- Change
- +9.6%
Source: DataForSEO.
Together the 6 come to 985,537,897, inside the market forecast of 985,908,366 for every tracked site.
Miles explains
Logically has the biggest expected rise (+10%). 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 paper writer”.
- 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.
