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

AI code generator market forecast, November 2026

Miles FosterOwner and tester, RankDude

The forecast■ Flatthrough May 2027

November vs October
+4.8%
May 2027, six months out
+2.9%
Past forecasts in range
4 of 6

Each month I forecast Google visits to the AI code generator sites I track, then score myself when the real number lands. For November 2026 I expect about 263 million visits, 5% 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 code generator forecast: the key numbers for November 2026

0125M250M375M500MForecastMeasuredNov 25Feb 26May 26Aug 26Nov 26Feb 27May 27263M205M to 312M
MeasuredForecastLikely range

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

  • The AI code generator sites RankDude tracks got 251,034,270 visits from Google search in October 2026.
  • The forecast for November 2026 is 263,033,362 visits, up by about 5% on October 2026, likely between 229M and 297M.
  • That is up on November 2025, when the same sites had 157,796,256 visits.

1How accurate is this forecast?

In plain words: Tested on the last 6 months, it missed by 8.7% on average.

Tested on
the last 6 months, as if their numbers were unknown
Average miss
8.7%
Inside the range
4 of 6 months
Direction called right
3 of 6 months
Next month
this section scores the real forecast

The backtest, month by month

Month

  • May 2026
    Would have forecast
    186,104,643
    Range
    171M to 201M
    Actual
    184,366,191
    Miss
    -0.9%
    Result
    in range
  • June 2026
    Would have forecast
    185,849,227
    Range
    171M to 201M
    Actual
    176,403,304
    Miss
    -5.1%
    Result
    in range
  • July 2026
    Would have forecast
    177,671,335
    Range
    163M to 192M
    Actual
    176,678,755
    Miss
    -0.6%
    Result
    in range
  • August 2026
    Would have forecast
    176,816,281
    Range
    163M to 191M
    Actual
    227,444,378
    Miss
    +28.6%
    Result
    missed
  • September 2026
    Would have forecast
    212,401,970
    Range
    195M to 229M
    Actual
    239,737,850
    Miss
    +12.9%
    Result
    missed
  • October 2026
    Would have forecast
    241,584,146
    Range
    210M to 273M
    Actual
    251,034,270
    Miss
    +3.9%
    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 (+29%), 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 (+50%), and the last three months were higher than the three before. Name searches are down (-21% since October 2025). Recent months are getting stronger, and the forecast follows them.

Visits, October 2026
251,034,270 (+4.7% on the month before, +49.8% on a year ago)
Last 3 months vs the 3 before
+33.6%
24-month peak
251,034,270 in October 2026
Name searches, US
-21.4% since October 2025
Google Trends, "ai code generator"
12/100 (-76.9% on a year ago)
12-month trend
+3.5% a month; the forecast carries part of the slope, fading

WorldChange in visits, month on month, worldwide

+30%+15%0%-15%-30%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: +34%.

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

November is usually a bigger month than average (4% above) for searches for “ai code generator”. That pattern helps the forecast this month, so it is used.

November index
104 (100 = an average month)
On the calendar
Black Friday and Cyber Monday and Thanksgiving (US)
Biggest months
April
Quietest months
July
Used in this forecast?
Yes: average miss 8.7% as chosen, 8.7% without the pattern, 7.8% always with it

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

78100120104Jan105Feb105Mar110Apr99May96Jun78Jul98Aug100Sep101Oct104Nov100Dec

Source: Google Trends, five years.

Miles explains

I tested the calendar and it helped (7.8% average miss with it, 8.7% without), so it’s in this month’s numbers.

4What to expect in November 2026

About 263M visits in November 2026, up 5% on October 2026. The likely range is 229M to 297M.

Measure

  • Search visits, worldwide
    Last known
    251,034,270
    Forecast
    263,033,362
    Range
    229M to 297M
  • Search visits, US
    Last known
    20,203,650
    Forecast
    21,917,675
    Range
    17M to 27M
  • Brand-name searches a month, US (last known: September 2026)
    Last known
    1,433,040
    Forecast
    1,417,849
    Range
    1.1M to 1.7M
  • Searches for “ai code generator”, US (last known: September 2026)
    Last known
    2,400
    Forecast
    2,512
    Range
    2.0K to 3.0K

Source: DataForSEO and Google Ads.

5What to expect over the next six months

By May 2027 the forecast expects about 258,246,255 visits a month, +3% on the 251,034,270 of October 2026, so the next six months look uneven: as high as 254M in December 2026 (+1%), then back about level with October 2026 by May 2027.

Month

  • December 2026
    Worldwide visits
    254,114,986
    Range
    218M to 290M
    US visits
    21,397,938
    Range
    16M to 27M
  • January 2027
    Worldwide visits
    268,257,452
    Range
    227M to 310M
    US visits
    22,750,683
    Range
    17M to 29M
  • February 2027
    Worldwide visits
    271,573,710
    Range
    226M to 317M
    US visits
    23,145,086
    Range
    17M to 30M
  • March 2027
    Worldwide visits
    271,336,560
    Range
    222M to 320M
    US visits
    23,203,265
    Range
    16M to 30M
  • April 2027
    Worldwide visits
    286,395,580
    Range
    231M to 342M
    US visits
    24,548,570
    Range
    17M to 33M
  • May 2027
    Worldwide visits
    258,246,255
    Range
    205M to 312M
    US visits
    22,171,883
    Range
    14M to 30M

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

The forecast expects OpenAI Codex (+5%) and OpenCode (+4%) to rise, and Bolt.new (-5%) and Zed (-4%) 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
    246,823,108
    November 2026 forecast
    258,791,566
    Range
    224M to 293M
    Change
    +4.8%
  • October 2026
    1,089,064
    November 2026 forecast
    1,089,227
    Range
    947K to 1.2M
    Change
    0%
  • October 2026
    834,220
    November 2026 forecast
    834,220
    Range
    717K to 951K
    Change
    0%
  • October 2026
    716,740
    November 2026 forecast
    695,199
    Range
    605K to 786K
    Change
    -3.0%
  • October 2026
    425,930
    November 2026 forecast
    443,364
    Range
    273K to 614K
    Change
    +4.1%
  • October 2026
    295,493
    November 2026 forecast
    297,150
    Range
    217K to 377K
    Change
    +0.6%
  • October 2026
    167,960
    November 2026 forecast
    159,947
    Range
    137K to 183K
    Change
    -4.8%
  • October 2026
    117,618
    November 2026 forecast
    119,648
    Range
    105K to 134K
    Change
    +1.7%
  • October 2026
    117,185
    November 2026 forecast
    116,170
    Range
    99.8K to 133K
    Change
    -0.9%
  • October 2026
    68,188
    November 2026 forecast
    65,585
    Range
    55.0K to 76.2K
    Change
    -3.8%

Source: DataForSEO.

Replit’s October 2026 figure (834,220) broke from its own series, so its forecast carries that level; the average of its earlier months would have called 965,216. Together the ten come to 262,612,076, inside the market forecast of 263,033,362 for every tracked site.

Miles explains

OpenAI Codex has the biggest expected rise (+5%). 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 code generator”.
  • 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.