RankDude
Updated 11/02/2026 · next update 12/01/2026

AI assistants market forecast, November 2026

Miles FosterOwner and tester, RankDude

The forecast▲ Risingthrough May 2027

November vs October
+3.6%
May 2027, six months out
+10%
Past forecasts in range
5 of 6

Each month I forecast Google visits to the AI assistants sites I track, then score myself when the real number lands. For November 2026 I expect about 1.1 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 · not a ranking

AI assistants forecast: the key numbers for November 2026

0500M1000M1500M2000MForecastMeasuredNov 25Feb 26May 26Aug 26Nov 26Feb 27May 271131M1051M to 1360M
MeasuredForecastLikely range

Visits from Google search to the tracked sites, a month. Hover or tap the chart for each month.

  • The AI assistants sites RankDude tracks got 1,091,789,008 visits from Google search in October 2026.
  • The forecast for November 2026 is 1,131,034,045 visits, up by about 4% on October 2026, likely between 1.0B and 1.2B.
  • That is up on November 2025, when the same sites had 415,083,615 visits.

1How accurate is this forecast?

In plain words: Tested on the last 6 months, it missed by 14.2% on average.

Tested on
the last 6 months, as if their numbers were unknown
Average miss
14.2%
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

  • May 2026
    Would have forecast
    536,188,830
    Range
    471M to 601M
    Actual
    572,056,069
    Miss
    +6.7%
    Result
    in range
  • June 2026
    Would have forecast
    577,047,863
    Range
    531M to 623M
    Actual
    605,029,859
    Miss
    +4.8%
    Result
    in range
  • July 2026
    Would have forecast
    613,088,041
    Range
    564M to 662M
    Actual
    608,471,178
    Miss
    -0.8%
    Result
    in range
  • August 2026
    Would have forecast
    616,921,755
    Range
    568M to 666M
    Actual
    1,033,201,165
    Miss
    +67.5%
    Result
    missed
  • September 2026
    Would have forecast
    1,003,237,480
    Range
    923M to 1083M
    Actual
    1,056,648,162
    Miss
    +5.3%
    Result
    in range
  • October 2026
    Would have forecast
    1,092,781,816
    Range
    1005M to 1180M
    Actual
    1,091,789,008
    Miss
    -0.1%
    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 (+68%), 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 (+218%), and the last three months were higher than the three before. Name searches are up (+4% since October 2025). Recent months are getting stronger, and the forecast follows them.

Visits, October 2026
1,091,789,008 (+3.3% on the month before, +217.6% on a year ago)
Last 3 months vs the 3 before
+78.2%
24-month peak
1,091,789,008 in October 2026
Name searches, US
+3.9% since October 2025
Google Trends, "ai assistants"
24/100 (-61.9% on a year ago)
12-month trend
+9.2% a month; the forecast carries part of the slope, fading

WorldChange in visits, month on month, worldwide

+70%+35%0%-35%-70%May 25Aug 25Nov 25Feb 26May 26Aug 26Oct 26

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: +78%.

3Is November usually a big month or a quiet one?

November is usually a bigger month than average (13% above) for searches for “ai assistants”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

November index
113 (100 = an average month)
On the calendar
Black Friday and Cyber Monday and Thanksgiving (US)
Biggest months
April, June, August and November
Quietest months
May and July
Used in this forecast?
No: average miss 14.2% as chosen, 14.2% without the pattern, 36.3% always with it

WorldHow busy each month usually is, worldwide (100 = average)

6710012293Jan102Feb96Mar122Apr67May120Jun72Jul113Aug107Sep100Oct113Nov97Dec

Source: Google Trends, five years.

Miles explains

I tested the calendar against the last months and it made the forecast worse (36.3% average miss with it, 14.2% without), so I show it but leave it out.

4What to expect in November 2026

About 1.1B visits in November 2026, up 4% on October 2026. The likely range is 1.0B to 1.2B.

Measure

  • Search visits, worldwide
    Last known
    1,091,789,008
    Forecast
    1,131,034,045
    Range
    1041M to 1222M
  • Search visits, US
    Last known
    88,894,691
    Forecast
    93,863,005
    Range
    86M to 101M
  • Brand-name searches a month, US (last known: September 2026)
    Last known
    137,812,120
    Forecast
    135,819,132
    Range
    116M to 156M
  • Searches for “ai assistants”, US (last known: September 2026)
    Last known
    74,000
    Forecast
    80,697
    Range
    30.5K to 131K

Source: DataForSEO and Google Ads.

5What to expect over the next six months

By May 2027 the forecast expects about 1,205,393,727 visits a month, +10% on the 1,091,789,008 of October 2026, so the next six months look like growth.

Month

  • December 2026
    Worldwide visits
    1,156,316,392
    Range
    1055M to 1258M
    US visits
    96,742,619
    Range
    88M to 105M
  • January 2027
    Worldwide visits
    1,174,014,036
    Range
    1061M to 1287M
    US visits
    98,758,348
    Range
    89M to 108M
  • February 2027
    Worldwide visits
    1,186,402,386
    Range
    1063M to 1310M
    US visits
    100,169,358
    Range
    90M to 111M
  • March 2027
    Worldwide visits
    1,195,074,232
    Range
    1061M to 1329M
    US visits
    101,157,065
    Range
    90M to 112M
  • April 2027
    Worldwide visits
    1,201,144,523
    Range
    1057M to 1345M
    US visits
    101,848,461
    Range
    90M to 114M
  • May 2027
    Worldwide visits
    1,205,393,727
    Range
    1051M to 1360M
    US visits
    102,332,437
    Range
    89M to 115M

6What the forecast expects for the ten most-visited sites

The forecast expects ChatGPT (+4%) 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
    918,686,520
    November 2026 forecast
    955,024,926
    Range
    879M to 1031M
    Change
    +4.0%
  • October 2026
    58,192,976
    November 2026 forecast
    58,295,768
    Range
    51M to 65M
    Change
    +0.2%
  • 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
    12,248,263
    November 2026 forecast
    12,290,995
    Range
    11M to 14M
    Change
    +0.3%
  • October 2026
    11,770,421
    November 2026 forecast
    12,075,057
    Range
    10M to 14M
    Change
    +2.6%
  • October 2026
    7,375,610
    November 2026 forecast
    7,453,086
    Range
    4.5M to 10M
    Change
    +1.1%
  • 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%

Source: DataForSEO.

Together the ten come to 1,115,009,478, inside the market forecast of 1,131,034,045 for every tracked site.

Miles explains

ChatGPT has the biggest expected rise (+4%). 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 assistants”.
  • 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.