AI mockup generator market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough May 2027
- November vs October
- -0.6%
- May 2027, six months out
- -0.6%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI mockup generator sites I track, then score myself when the real number lands. For November 2026 I expect about 242 million visits, about the same as 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 mockup generator forecast: the key numbers for November 2026
- Expected in November242Mvisits-1% vs October
- Likely range222M–261Mvisits in November
- Expected in May 2027242Mvisits-1% six months out
- Forecasts in range5 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 mockup generator sites RankDude tracks got 243,029,082 visits from Google search in October 2026.
- The forecast for November 2026 is 241,503,064 visits, about the same as October 2026, likely between 222M and 261M.
- That is down on November 2025, when the same sites had 259,136,413 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 4.5% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 4.5%
- Inside the range
- 5 of 6 months
- Direction called right
- 1 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 | 281,082,282 | 259M to 304M | 277,374,604 | -1.3% | in range |
| June 2026 | 277,635,620 | 255M to 300M | 274,168,447 | -1.2% | in range |
| July 2026 | 274,688,523 | 253M to 297M | 249,348,811 | -9.2% | missed |
| August 2026 | 257,091,241 | 237M to 278M | 237,646,061 | -7.6% | in range |
| September 2026 | 239,971,617 | 221M to 259M | 231,599,867 | -3.5% | in range |
| October 2026 | 232,855,630 | 214M to 251M | 243,029,082 | +4.4% | in range |
Month
- May 2026
- Would have forecast
- 281,082,282
- Range
- 259M to 304M
- Actual
- 277,374,604
- Miss
- -1.3%
- Result
- in range
- June 2026
- Would have forecast
- 277,635,620
- Range
- 255M to 300M
- Actual
- 274,168,447
- Miss
- -1.2%
- Result
- in range
- July 2026
- Would have forecast
- 274,688,523
- Range
- 253M to 297M
- Actual
- 249,348,811
- Miss
- -9.2%
- Result
- missed
- August 2026
- Would have forecast
- 257,091,241
- Range
- 237M to 278M
- Actual
- 237,646,061
- Miss
- -7.6%
- Result
- in range
- September 2026
- Would have forecast
- 239,971,617
- Range
- 221M to 259M
- Actual
- 231,599,867
- Miss
- -3.5%
- Result
- in range
- October 2026
- Would have forecast
- 232,855,630
- Range
- 214M to 251M
- Actual
- 243,029,082
- Miss
- +4.4%
- 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 July 2026 (-9%), the kind of month when one big site jumps. That’s why the range is wide.
2What is the market doing now?
Visits are about level on a year ago (-3%), and the last three months were lower than the three before. Name searches are about level (-1% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 243,029,082 (+4.9% on the month before, -2.9% on a year ago)
- Last 3 months vs the 3 before
- -11.1%
- 24-month peak
- 280,632,180 in April 2026
- Name searches, US
- -0.6% since October 2025
- Google Trends, "ai mockup generator"
- 23/100 (-69.7% on a year ago)
- 12-month trend
- -1.2% a month; the forecast carries the level of recent months, not the slope
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: -11%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (1% above) for searches for “ai mockup generator”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 101 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Quietest months
- December
- Used in this forecast?
- No: average miss 4.5% as chosen, 4.5% without the pattern, 8.5% always with it
WorldHow busy each month usually is, worldwide (100 = average)
Source: Google Trends, five years.
Miles explains
I tested the calendar against the last months and it made the forecast worse (8.5% average miss with it, 4.5% without), so I show it but leave it out.
4What to expect in November 2026
About 242M visits in November 2026, about the same as October 2026. The likely range is 222M to 261M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 243,029,082 | 241,503,064 | 222M to 261M |
| Search visits, US | 23,721,443 | 22,441,617 | 20M to 25M |
| Brand-name searches a month, US (last known: September 2026) | 30,684,290 | 24,291,937 | 11M to 37M |
| Searches for “ai mockup generator”, US (last known: September 2026) | 320 | 291 | 241 to 342 |
Measure
- Search visits, worldwide
- Last known
- 243,029,082
- Forecast
- 241,503,064
- Range
- 222M to 261M
- Search visits, US
- Last known
- 23,721,443
- Forecast
- 22,441,617
- Range
- 20M to 25M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 30,684,290
- Forecast
- 24,291,937
- Range
- 11M to 37M
- Searches for “ai mockup generator”, US (last known: September 2026)
- Last known
- 320
- Forecast
- 291
- Range
- 241 to 342
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 241,503,064 visits a month, -1% on the 243,029,082 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 241,503,064 | 220M to 263M | 22,441,617 | 19M to 25M |
| January 2027 | 241,503,064 | 218M to 265M | 22,441,617 | 19M to 26M |
| February 2027 | 241,503,064 | 216M to 267M | 22,441,617 | 19M to 26M |
| March 2027 | 241,503,064 | 214M to 269M | 22,441,617 | 19M to 26M |
| April 2027 | 241,503,064 | 213M to 270M | 22,441,617 | 18M to 27M |
| May 2027 | 241,503,064 | 211M to 272M | 22,441,617 | 18M to 27M |
Month
- December 2026
- Worldwide visits
- 241,503,064
- Range
- 220M to 263M
- US visits
- 22,441,617
- Range
- 19M to 25M
- January 2027
- Worldwide visits
- 241,503,064
- Range
- 218M to 265M
- US visits
- 22,441,617
- Range
- 19M to 26M
- February 2027
- Worldwide visits
- 241,503,064
- Range
- 216M to 267M
- US visits
- 22,441,617
- Range
- 19M to 26M
- March 2027
- Worldwide visits
- 241,503,064
- Range
- 214M to 269M
- US visits
- 22,441,617
- Range
- 19M to 26M
- April 2027
- Worldwide visits
- 241,503,064
- Range
- 213M to 270M
- US visits
- 22,441,617
- Range
- 18M to 27M
- May 2027
- Worldwide visits
- 241,503,064
- Range
- 211M to 272M
- US visits
- 22,441,617
- Range
- 18M to 27M
6What the forecast expects for the ten most-visited sites
The forecast expects none of the ten to rise by more than 3%, and Kittl (-6%), Placeit (-9%) and Artboard Studio (-9%) 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 |
|---|---|---|---|---|
 Canva | 221,411,904 | 219,636,353 | 202M to 237M | -0.8% |
 Picsart | 18,802,910 | 18,979,984 | 17M to 20M | +0.9% |
 Renderforest | 925,464 | 928,187 | 854K to 1.0M | +0.3% |
 Visme | 467,407 | 466,595 | 401K to 532K | -0.2% |
 Pacdora | 391,352 | 400,734 | 353K to 448K | +2.4% |
 Kittl | 355,943 | 334,429 | 274K to 395K | -6.0% |
 Placeit | 311,478 | 283,294 | 233K to 334K | -9.0% |
 Recraft | 186,777 | 183,617 | 151K to 217K | -1.7% |
 Mockey | 57,334 | 55,657 | 46.5K to 64.8K | -2.9% |
 Artboard Studio | 43,749 | 39,884 | 16.0K to 63.8K | -8.8% |
Site
- October 2026
- 221,411,904
- November 2026 forecast
- 219,636,353
- Range
- 202M to 237M
- Change
- -0.8%
- October 2026
- 18,802,910
- November 2026 forecast
- 18,979,984
- Range
- 17M to 20M
- Change
- +0.9%
- October 2026
- 925,464
- November 2026 forecast
- 928,187
- Range
- 854K to 1.0M
- Change
- +0.3%
- October 2026
- 467,407
- November 2026 forecast
- 466,595
- Range
- 401K to 532K
- Change
- -0.2%
- October 2026
- 391,352
- November 2026 forecast
- 400,734
- Range
- 353K to 448K
- Change
- +2.4%
- October 2026
- 355,943
- November 2026 forecast
- 334,429
- Range
- 274K to 395K
- Change
- -6.0%
- October 2026
- 311,478
- November 2026 forecast
- 283,294
- Range
- 233K to 334K
- Change
- -9.0%
- October 2026
- 186,777
- November 2026 forecast
- 183,617
- Range
- 151K to 217K
- Change
- -1.7%
- October 2026
- 57,334
- November 2026 forecast
- 55,657
- Range
- 46.5K to 64.8K
- Change
- -2.9%
- October 2026
- 43,749
- November 2026 forecast
- 39,884
- Range
- 16.0K to 63.8K
- Change
- -8.8%
Source: DataForSEO.
Together the ten come to 241,308,734, inside the market forecast of 241,503,064 for every tracked site.
7What could change the forecast
What could knock November 2026 off course:
- A big site winning or losing a page-one position for “ai mockup 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.