AI homework helper market forecast, November 2026

AI homework helper forecast: the key numbers for November 2026

• Expected in November9.3Mvisits-2% vs October
• Likely range8.4M–10Mvisits in November
• Expected in May 20279.3Mvisits-2% six months out
• Forecasts in range5 of 6monthswhen the method was tested

• The AI homework helper sites RankDude tracks got 9,543,093 visits from Google search in October 2026.
• The forecast for November 2026 is 9,347,777 visits, about the same as October 2026, likely between 8.4M and 10M.
• That is about level with November 2025, when the same sites had 9,570,421 visits.

In plain words: Tested on the last 6 months, it missed by 7.5% on average.

Tested on

the last 6 months, as if their numbers were unknown

Average miss

7.5%

Inside the range

5 of 6 months

Direction called right

3 of 6 months

Next month

this section scores the real forecast

The backtest, month by month

Each row uses only data from before that month.

Miles explains

5 of 6 in range is honest, not perfect. The biggest miss was October 2026 (+16%), the kind of month when one big site jumps. That’s why the range is wide.

Visits are up on a year ago (+8%), and the last three months were higher than the three before. Name searches are down (-65% since October 2025). Recent months are getting stronger; the forecast expects November 2026 to be about the same as October 2026.

Visits, October 2026

9,543,093 (+14.2% on the month before, +7.6% on a year ago)

Last 3 months vs the 3 before

+12.5%

24-month peak

23,477,451 in December 2024

Name searches, US

-64.9% since October 2025

Google Trends, "ai homework helper"

47/100 (-42.0% on a year ago)

12-month trend

-1.5% a month; the forecast carries the level of recent months, not the slope

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: +13%.

November is usually a bigger month than average (12% above) for searches for “ai homework helper”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

November index

112 (100 = an average month)

On the calendar

Black Friday and Cyber Monday and Thanksgiving (US)

Biggest months

January, February, March, April, September, October and November

Quietest months

June, July, August and December

Used in this forecast?

No: average miss 7.5% as chosen, 7.5% without the pattern, 26.9% always with it

Miles explains

I tested the calendar against the last months and it made the forecast worse (26.9% average miss with it, 7.5% without), so I show it but leave it out.

About 9.3M visits in November 2026, about the same as October 2026. The likely range is 8.4M to 10M.

Source: DataForSEO and Google Ads.

By May 2027 the forecast expects about 9,347,777 visits a month, -2% on the 9,543,093 of October 2026, so the next six months look flat.

The forecast expects Edubrain (+3%) to rise, and Chegg Study (-10%), Math AI (-3%), StudyX (-10%), Question AI (-5%) and Khanmigo (-8%) 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-level forecasts for November 2026

Site	October 2026	November 2026 forecast	Range	Change
Chegg Study	3,941,813	3,540,696	3.2M to 3.9M	-10.2%
Gauth	3,809,602	3,736,796	3.3M to 4.2M	-1.9%
Numerade	869,975	857,768	543K to 1.2M	-1.4%
Edubrain	385,353	397,151	181K to 613K	+3.1%
Math AI	301,326	291,477	237K to 346K	-3.3%
StudyX	86,404	78,146	68.2K to 88.1K	-9.6%
Question AI	49,611	47,364	38.9K to 55.8K	-4.5%
QuestionAI	26,981	26,258	22.9K to 29.6K	-2.7%
Apex Vision AI	20,687	20,772	14.0K to 27.5K	+0.4%
Khanmigo	18,306	16,853	6.7K to 27.0K	-7.9%

Site

• Chegg Study

  October 2026

  3,941,813

  November 2026 forecast

  3,540,696

  Range

  3.2M to 3.9M

  Change

  -10.2%

• Gauth

  October 2026

  3,809,602

  November 2026 forecast

  3,736,796

  Range

  3.3M to 4.2M

  Change

  -1.9%

• Numerade

  October 2026

  869,975

  November 2026 forecast

  857,768

  Range

  543K to 1.2M

  Change

  -1.4%

• Edubrain

  October 2026

  385,353

  November 2026 forecast

  397,151

  Range

  181K to 613K

  Change

  +3.1%

• Math AI

  October 2026

  301,326

  November 2026 forecast

  291,477

  Range

  237K to 346K

  Change

  -3.3%

• StudyX

  October 2026

  86,404

  November 2026 forecast

  78,146

  Range

  68.2K to 88.1K

  Change

  -9.6%

• Question AI

  October 2026

  49,611

  November 2026 forecast

  47,364

  Range

  38.9K to 55.8K

  Change

  -4.5%

• QuestionAI

  October 2026

  26,981

  November 2026 forecast

  26,258

  Range

  22.9K to 29.6K

  Change

  -2.7%

• Apex Vision AI

  October 2026

  20,687

  November 2026 forecast

  20,772

  Range

  14.0K to 27.5K

  Change

  +0.4%

• Khanmigo

  October 2026

  18,306

  November 2026 forecast

  16,853

  Range

  6.7K to 27.0K

  Change

  -7.9%

Source: DataForSEO.

Together the ten come to 9,013,281, inside the market forecast of 9,347,777 for every tracked site.

Miles explains

Edubrain has the biggest expected rise (+3%). Single sites are much harder to call than the whole market, so read these as direction, not promises.

What could knock November 2026 off course:

• A big site winning or losing a page-one position for “ai homework helper”.
• 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.