AI app builder market forecast, October 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough April 2027
- October vs September
- -0.5%
- April 2027, six months out
- -0.5%
- Past forecasts in range
- 6 of 6
Each month I forecast Google visits to the AI app builder sites I track, then score myself when the real number lands. For October 2026 I expect about 5.7 million visits, about the same as in September 2026.
Below: how my last forecast did, the next six months and site by site.
Made 21 October 2026 from the September 2026 data. Data from DataForSEO, Google Trends via SerpApi, Tranco and Ahrefs · not a ranking
AI app builder forecast: the key numbers for October 2026
- Expected in October5.7Mvisits-1% vs September
- Likely range5.3M–6.2Mvisits in October
- Expected in April 20275.7Mvisits-1% six months out
- Forecasts in range6 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 app builder sites RankDude tracks got 5,752,713 visits from Google search in September 2026.
- The forecast for October 2026 is 5,723,648 visits, about the same as September 2026, likely between 5.3M and 6.2M.
- That is up on October 2025, when the same sites had 4,920,765 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 3.6% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 3.6%
- Inside the range
- 6 of 6 months
- Direction called right
- 4 of 6 months
- Next month
- this section scores the real forecast
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| April 2026 | 6,251,587 | 5.7M to 6.8M | 5,803,350 | -7.2% | in range |
| May 2026 | 5,856,607 | 5.4M to 6.3M | 5,676,567 | -3.1% | in range |
| June 2026 | 5,703,573 | 5.2M to 6.2M | 5,719,782 | +0.3% | in range |
| July 2026 | 5,717,351 | 5.3M to 6.2M | 5,454,616 | -4.6% | in range |
| August 2026 | 5,494,026 | 5.1M to 5.9M | 5,807,832 | +5.7% | in range |
| September 2026 | 5,726,415 | 5.3M to 6.2M | 5,752,713 | +0.5% | in range |
Month
- April 2026
- Would have forecast
- 6,251,587
- Range
- 5.7M to 6.8M
- Actual
- 5,803,350
- Miss
- -7.2%
- Result
- in range
- May 2026
- Would have forecast
- 5,856,607
- Range
- 5.4M to 6.3M
- Actual
- 5,676,567
- Miss
- -3.1%
- Result
- in range
- June 2026
- Would have forecast
- 5,703,573
- Range
- 5.2M to 6.2M
- Actual
- 5,719,782
- Miss
- +0.3%
- Result
- in range
- July 2026
- Would have forecast
- 5,717,351
- Range
- 5.3M to 6.2M
- Actual
- 5,454,616
- Miss
- -4.6%
- Result
- in range
- August 2026
- Would have forecast
- 5,494,026
- Range
- 5.1M to 5.9M
- Actual
- 5,807,832
- Miss
- +5.7%
- Result
- in range
- September 2026
- Would have forecast
- 5,726,415
- Range
- 5.3M to 6.2M
- Actual
- 5,752,713
- Miss
- +0.5%
- Result
- in range
Each row uses only data from before that month.
Miles explains
6 of 6 in range is honest, not perfect. The biggest miss was April 2026 (-7%), 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 (+27%), and the last three months were about level with the three before. Name searches are up (+22%). Recent months are level, and the forecast follows them.
- Visits, September 2026
- 5,752,713 (-0.9% on the month before, +26.6% on a year ago)
- Last 3 months vs the 3 before
- -1.1%
- 24-month peak
- 6,297,490 in February 2026
- Name searches, US
- +21.9% on a year ago
- Google Trends, "ai app builder"
- 39/100 (+34.5% on a year ago)
- 12-month trend
- +0.8% 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: -1%.
3Is October usually a big month or a quiet one?
October is usually an average month for searches for “ai app builder”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- October index
- 100 (100 = an average month)
- On the calendar
- the start of the fourth quarter and next year's budget planning
- Biggest months
- February, March and September
- Quietest months
- May, June, July, August and December
- Used in this forecast?
- No: average miss 3.6% as chosen, 3.6% without the pattern, 13% 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 (13% average miss with it, 3.6% without), so I show it but leave it out.
4What to expect in October 2026
About 5.7M visits in October 2026, about the same as September 2026. The likely range is 5.3M to 6.2M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 5,752,713 | 5,723,648 | 5.3M to 6.2M |
| Search visits, US | 671,587 | 645,174 | 594K to 697K |
| Brand-name searches a month, US (last known: September 2026) | 1,110,970 | 1,042,469 | 876K to 1.2M |
| Searches for “ai app builder”, US (last known: September 2026) | 8,100 | 8,137 | 6.5K to 9.7K |
Measure
- Search visits, worldwide
- Last known
- 5,752,713
- Forecast
- 5,723,648
- Range
- 5.3M to 6.2M
- Search visits, US
- Last known
- 671,587
- Forecast
- 645,174
- Range
- 594K to 697K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 1,110,970
- Forecast
- 1,042,469
- Range
- 876K to 1.2M
- Searches for “ai app builder”, US (last known: September 2026)
- Last known
- 8,100
- Forecast
- 8,137
- Range
- 6.5K to 9.7K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By April 2027 the forecast expects about 5,723,648 visits a month, -1% on the 5,752,713 of September 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| November 2026 | 5,723,648 | 5.2M to 6.2M | 645,174 | 588K to 702K |
| December 2026 | 5,723,648 | 5.2M to 6.3M | 645,174 | 583K to 707K |
| January 2027 | 5,723,648 | 5.1M to 6.3M | 645,174 | 578K to 712K |
| February 2027 | 5,723,648 | 5.1M to 6.4M | 645,174 | 573K to 717K |
| March 2027 | 5,723,648 | 5.0M to 6.4M | 645,174 | 568K to 723K |
| April 2027 | 5,723,648 | 5.0M to 6.5M | 645,174 | 563K to 728K |
Month
- November 2026
- Worldwide visits
- 5,723,648
- Range
- 5.2M to 6.2M
- US visits
- 645,174
- Range
- 588K to 702K
- December 2026
- Worldwide visits
- 5,723,648
- Range
- 5.2M to 6.3M
- US visits
- 645,174
- Range
- 583K to 707K
- January 2027
- Worldwide visits
- 5,723,648
- Range
- 5.1M to 6.3M
- US visits
- 645,174
- Range
- 578K to 712K
- February 2027
- Worldwide visits
- 5,723,648
- Range
- 5.1M to 6.4M
- US visits
- 645,174
- Range
- 573K to 717K
- March 2027
- Worldwide visits
- 5,723,648
- Range
- 5.0M to 6.4M
- US visits
- 645,174
- Range
- 568K to 723K
- April 2027
- Worldwide visits
- 5,723,648
- Range
- 5.0M to 6.5M
- US visits
- 645,174
- Range
- 563K to 728K
6What the forecast expects for the ten most-visited sites
The forecast expects FlutterFlow (+4%), v0 (+17%) and Emergent (+7%) to rise, and Bolt.new (-6%) to fall; the rest are within 3% of September 2026. Single sites are harder to forecast than the whole market, so their ranges are wider.
| Site | September 2026 | October 2026 forecast | Range | Change |
|---|---|---|---|---|
| 1,111,013 | 1,097,697 | 951K to 1.2M | -1.2% | |
| 906,980 | 899,788 | 658K to 1.1M | -0.8% | |
| 666,173 | 658,532 | 592K to 725K | -1.1% | |
| 658,088 | 681,828 | 273K to 1.1M | +3.6% | |
| 388,705 | 400,373 | 348K to 452K | +3.0% | |
| 289,766 | 338,048 | 247K to 429K | +16.7% | |
| 220,225 | 236,048 | 177K to 295K | +7.2% | |
| 193,007 | 180,837 | 138K to 224K | -6.3% | |
| 155,632 | 152,648 | 123K to 182K | -1.9% | |
| 151,237 | 150,136 | 133K to 167K | -0.7% |
Site
Replit- September 2026
- 1,111,013
- October 2026 forecast
- 1,097,697
- Range
- 951K to 1.2M
- Change
- -1.2%
Softr- September 2026
- 906,980
- October 2026 forecast
- 899,788
- Range
- 658K to 1.1M
- Change
- -0.8%
Lovable- September 2026
- 666,173
- October 2026 forecast
- 658,532
- Range
- 592K to 725K
- Change
- -1.1%
FlutterFlow- September 2026
- 658,088
- October 2026 forecast
- 681,828
- Range
- 273K to 1.1M
- Change
- +3.6%
Base44- September 2026
- 388,705
- October 2026 forecast
- 400,373
- Range
- 348K to 452K
- Change
- +3.0%
v0- September 2026
- 289,766
- October 2026 forecast
- 338,048
- Range
- 247K to 429K
- Change
- +16.7%
Emergent- September 2026
- 220,225
- October 2026 forecast
- 236,048
- Range
- 177K to 295K
- Change
- +7.2%
Bolt.new- September 2026
- 193,007
- October 2026 forecast
- 180,837
- Range
- 138K to 224K
- Change
- -6.3%
Bubble- September 2026
- 155,632
- October 2026 forecast
- 152,648
- Range
- 123K to 182K
- Change
- -1.9%
Glide- September 2026
- 151,237
- October 2026 forecast
- 150,136
- Range
- 133K to 167K
- Change
- -0.7%
Source: DataForSEO.
Together the ten come to 4,795,935, inside the market forecast of 5,723,648 for every tracked site.
Miles explains
v0 has the biggest expected rise (+17%). 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 October 2026 off course:
- A big site winning or losing a page-one position for “ai app builder”.
- 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.
