AI research assistant market forecast, November 2026

AI research assistant forecast: the key numbers for November 2026

• Expected in November104Mvisits0% vs October
• Likely range96M–112Mvisits in November
• Expected in May 2027104Mvisits0% six months out
• Forecasts in range5 of 6monthswhen the method was tested

• The AI research assistant sites RankDude tracks got 104,088,164 visits from Google search in October 2026.
• The forecast for November 2026 is 104,101,528 visits, about the same as October 2026, likely between 96M and 112M.
• That is up on November 2025, when the same sites had 97,431,689 visits.

In plain words: Tested on the last 6 months, it missed by 5.3% on average.

Tested on

the last 6 months, as if their numbers were unknown

Average miss

5.3%

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 July 2026 (-13%), the kind of month when one big site jumps. That’s why the range is wide.

Visits are up on a year ago (+21%), and the last three months were lower than the three before. Name searches are up (+20% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.

Visits, October 2026

104,088,164 (+1.6% on the month before, +21.4% on a year ago)

Last 3 months vs the 3 before

-8.5%

24-month peak

127,748,304 in April 2026

Name searches, US

+20.0% since October 2025

Google Trends, "ai research assistant"

10/100 (-77.8% on a year ago)

12-month trend

-0.4% 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: -9%.

November is usually a quieter month than average (17% below) for searches for “ai research assistant”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

November index

83 (100 = an average month)

On the calendar

Black Friday and Cyber Monday and Thanksgiving (US)

Biggest months

January, February, March, April and August

Quietest months

July, October, November and December

Used in this forecast?

No: average miss 5.3% as chosen, 5.3% without the pattern, 12% always with it

Miles explains

I tested the calendar against the last months and it made the forecast worse (12% average miss with it, 5.3% without), so I show it but leave it out.

About 104M visits in November 2026, about the same as October 2026. The likely range is 96M to 112M.

Source: DataForSEO and Google Ads.

By May 2027 the forecast expects about 104,101,528 visits a month, 0% on the 104,088,164 of October 2026, so the next six months look flat.

The forecast expects none of the ten to rise by more than 3%, and UpToDate (-4%), NoteGPT (-7%), Easemate (-4%), Paperpal (-5%), Mendeley (-3%) and ChatPDF (-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-level forecasts for November 2026

Site	October 2026	November 2026 forecast	Range	Change
Screener	89,967,726	89,245,381	82M to 96M	-0.8%
UpToDate	2,382,212	2,291,683	2.1M to 2.5M	-3.8%
NoteGPT	2,218,442	2,064,426	1.7M to 2.4M	-6.9%
Semantic Scholar	1,992,928	1,939,361	1.6M to 2.3M	-2.7%
Easemate	1,595,558	1,540,280	838K to 2.2M	-3.5%
Paperpal	733,563	694,504	551K to 838K	-5.3%
Mendeley	584,716	566,679	456K to 678K	-3.1%
Jenni	329,567	325,268	221K to 430K	-1.3%
ChatPDF	328,235	309,777	169K to 450K	-5.6%
Zotero	308,603	299,718	189K to 411K	-2.9%

Site

• Screener

  October 2026

  89,967,726

  November 2026 forecast

  89,245,381

  Range

  82M to 96M

  Change

  -0.8%

• UpToDate

  October 2026

  2,382,212

  November 2026 forecast

  2,291,683

  Range

  2.1M to 2.5M

  Change

  -3.8%

• NoteGPT

  October 2026

  2,218,442

  November 2026 forecast

  2,064,426

  Range

  1.7M to 2.4M

  Change

  -6.9%

• Semantic Scholar

  October 2026

  1,992,928

  November 2026 forecast

  1,939,361

  Range

  1.6M to 2.3M

  Change

  -2.7%

• Easemate

  October 2026

  1,595,558

  November 2026 forecast

  1,540,280

  Range

  838K to 2.2M

  Change

  -3.5%

• Paperpal

  October 2026

  733,563

  November 2026 forecast

  694,504

  Range

  551K to 838K

  Change

  -5.3%

• Mendeley

  October 2026

  584,716

  November 2026 forecast

  566,679

  Range

  456K to 678K

  Change

  -3.1%

• Jenni

  October 2026

  329,567

  November 2026 forecast

  325,268

  Range

  221K to 430K

  Change

  -1.3%

• ChatPDF

  October 2026

  328,235

  November 2026 forecast

  309,777

  Range

  169K to 450K

  Change

  -5.6%

• Zotero

  October 2026

  308,603

  November 2026 forecast

  299,718

  Range

  189K to 411K

  Change

  -2.9%

Source: DataForSEO.

Together the ten come to 99,277,077, inside the market forecast of 104,101,528 for every tracked site.

What could knock November 2026 off course:

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