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
- Expected in November263Mvisits+5% vs October
- Likely range229M–297Mvisits in November
- Expected in May 2027258Mvisits+3% six months out
- Forecasts in range4 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 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 | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 186,104,643 | 171M to 201M | 184,366,191 | -0.9% | in range |
| June 2026 | 185,849,227 | 171M to 201M | 176,403,304 | -5.1% | in range |
| July 2026 | 177,671,335 | 163M to 192M | 176,678,755 | -0.6% | in range |
| August 2026 | 176,816,281 | 163M to 191M | 227,444,378 | +28.6% | missed |
| September 2026 | 212,401,970 | 195M to 229M | 239,737,850 | +12.9% | missed |
| October 2026 | 241,584,146 | 210M to 273M | 251,034,270 | +3.9% | in range |
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
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)
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 | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 251,034,270 | 263,033,362 | 229M to 297M |
| Search visits, US | 20,203,650 | 21,917,675 | 17M to 27M |
| Brand-name searches a month, US (last known: September 2026) | 1,433,040 | 1,417,849 | 1.1M to 1.7M |
| Searches for “ai code generator”, US (last known: September 2026) | 2,400 | 2,512 | 2.0K to 3.0K |
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 | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 254,114,986 | 218M to 290M | 21,397,938 | 16M to 27M |
| January 2027 | 268,257,452 | 227M to 310M | 22,750,683 | 17M to 29M |
| February 2027 | 271,573,710 | 226M to 317M | 23,145,086 | 17M to 30M |
| March 2027 | 271,336,560 | 222M to 320M | 23,203,265 | 16M to 30M |
| April 2027 | 286,395,580 | 231M to 342M | 24,548,570 | 17M to 33M |
| May 2027 | 258,246,255 | 205M to 312M | 22,171,883 | 14M to 30M |
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 | November 2026 forecast | Range | Change |
|---|---|---|---|---|
| 246,823,108 | 258,791,566 | 224M to 293M | +4.8% | |
| 1,089,064 | 1,089,227 | 947K to 1.2M | 0% | |
| 834,220 | 834,220 | 717K to 951K | 0% | |
| 716,740 | 695,199 | 605K to 786K | -3.0% | |
| 425,930 | 443,364 | 273K to 614K | +4.1% | |
| 295,493 | 297,150 | 217K to 377K | +0.6% | |
| 167,960 | 159,947 | 137K to 183K | -4.8% | |
| 117,618 | 119,648 | 105K to 134K | +1.7% | |
| 117,185 | 116,170 | 99.8K to 133K | -0.9% | |
| 68,188 | 65,585 | 55.0K to 76.2K | -3.8% |
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.
