AI scheduling assistant market forecast, October 2026
Miles FosterOwner and tester, RankDude
The forecast▲ Risingthrough April 2027
- October vs September
- +3.8%
- April 2027, six months out
- +3.8%
- Past forecasts in range
- 6 of 6
Each month I forecast Google visits to the AI scheduling assistant sites I track, then score myself when the real number lands. For October 2026 I expect about 5.6 million visits, 4% more than in September 2026.
Below: how my last forecast did, the next six months and site by site.
Made 15 October 2026 from the September 2026 data. Data from DataForSEO, Google Trends via SerpApi, Tranco and Ahrefs · not a ranking
AI scheduling assistant forecast: the key numbers for October 2026
- Expected in October5.6Mvisits+4% vs September
- Likely range5.1M–6.0Mvisits in October
- Expected in April 20275.6Mvisits+4% 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 scheduling assistant sites RankDude tracks got 5,359,099 visits from Google search in September 2026.
- The forecast for October 2026 is 5,564,642 visits, up by about 4% on September 2026, likely between 5.1M and 6.0M.
- That is up on October 2025, when the same sites had 4,669,696 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 2.8% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 2.8%
- 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 | 5,658,714 | 5.2M to 6.1M | 5,810,440 | +2.7% | in range |
| May 2026 | 5,845,594 | 5.4M to 6.3M | 5,777,632 | -1.2% | in range |
| June 2026 | 5,816,219 | 5.4M to 6.3M | 5,841,151 | +0.4% | in range |
| July 2026 | 5,861,717 | 5.4M to 6.3M | 5,615,985 | -4.2% | in range |
| August 2026 | 5,741,245 | 5.3M to 6.2M | 5,799,237 | +1.0% | in range |
| September 2026 | 5,770,674 | 5.3M to 6.2M | 5,359,099 | -7.1% | in range |
Month
- April 2026
- Would have forecast
- 5,658,714
- Range
- 5.2M to 6.1M
- Actual
- 5,810,440
- Miss
- +2.7%
- Result
- in range
- May 2026
- Would have forecast
- 5,845,594
- Range
- 5.4M to 6.3M
- Actual
- 5,777,632
- Miss
- -1.2%
- Result
- in range
- June 2026
- Would have forecast
- 5,816,219
- Range
- 5.4M to 6.3M
- Actual
- 5,841,151
- Miss
- +0.4%
- Result
- in range
- July 2026
- Would have forecast
- 5,861,717
- Range
- 5.4M to 6.3M
- Actual
- 5,615,985
- Miss
- -4.2%
- Result
- in range
- August 2026
- Would have forecast
- 5,741,245
- Range
- 5.3M to 6.2M
- Actual
- 5,799,237
- Miss
- +1.0%
- Result
- in range
- September 2026
- Would have forecast
- 5,770,674
- Range
- 5.3M to 6.2M
- Actual
- 5,359,099
- Miss
- -7.1%
- 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 September 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 (+18%), and the last three months were lower than the three before. Name searches are down (-16% since October 2025). Recent months are getting weaker, yet the forecast expects October 2026 to be up on September 2026, because it averages September 2026 with the months before it, which were higher. The backtest below shows how often this method calls the direction right.
- Visits, September 2026
- 5,359,099 (-7.6% on the month before, +17.7% on a year ago)
- Last 3 months vs the 3 before
- -3.8%
- 24-month peak
- 5,841,151 in June 2026
- Name searches, US
- -15.8% since October 2025
- Google Trends, "ai scheduling assistant"
- 28/100 (-50.0% on a year ago)
- 12-month trend
- +1.4% 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: -4%.
3Is October usually a big month or a quiet one?
No seasonal pattern is used in this forecast: the five-year Google Trends series for "ai scheduling assistant" has too many empty months (22 of 60, the last in May 2024) to read a seasonal pattern from.
On the calendar, October brings the start of the fourth quarter and next year's budget planning. Once the Google Trends series for the term can be read month by month, this section scores each month against an average month and tests whether that helps the forecast.
4What to expect in October 2026
About 5.6M visits in October 2026, up 4% on September 2026. The likely range is 5.1M to 6.0M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 5,359,099 | 5,564,642 | 5.1M to 6.0M |
| Search visits, US | 1,896,593 | 2,000,875 | 1.8M to 2.2M |
| Brand-name searches a month, US (last known: September 2026) | 473,480 | 450,302 | 410K to 491K |
| Searches for “ai scheduling assistant”, US (last known: September 2026) | 880 | 856 | 475 to 1.2K |
Measure
- Search visits, worldwide
- Last known
- 5,359,099
- Forecast
- 5,564,642
- Range
- 5.1M to 6.0M
- Search visits, US
- Last known
- 1,896,593
- Forecast
- 2,000,875
- Range
- 1.8M to 2.2M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 473,480
- Forecast
- 450,302
- Range
- 410K to 491K
- Searches for “ai scheduling assistant”, US (last known: September 2026)
- Last known
- 880
- Forecast
- 856
- Range
- 475 to 1.2K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By April 2027 the forecast expects about 5,564,642 visits a month, +4% on the 5,359,099 of September 2026, so the next six months look flat, after a step up from September 2026.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| November 2026 | 5,564,642 | 5.1M to 6.1M | 2,000,875 | 1.8M to 2.2M |
| December 2026 | 5,564,642 | 5.0M to 6.1M | 2,000,875 | 1.8M to 2.2M |
| January 2027 | 5,564,642 | 5.0M to 6.1M | 2,000,875 | 1.8M to 2.2M |
| February 2027 | 5,564,642 | 4.9M to 6.2M | 2,000,875 | 1.8M to 2.2M |
| March 2027 | 5,564,642 | 4.9M to 6.2M | 2,000,875 | 1.8M to 2.2M |
| April 2027 | 5,564,642 | 4.9M to 6.3M | 2,000,875 | 1.7M to 2.3M |
Month
- November 2026
- Worldwide visits
- 5,564,642
- Range
- 5.1M to 6.1M
- US visits
- 2,000,875
- Range
- 1.8M to 2.2M
- December 2026
- Worldwide visits
- 5,564,642
- Range
- 5.0M to 6.1M
- US visits
- 2,000,875
- Range
- 1.8M to 2.2M
- January 2027
- Worldwide visits
- 5,564,642
- Range
- 5.0M to 6.1M
- US visits
- 2,000,875
- Range
- 1.8M to 2.2M
- February 2027
- Worldwide visits
- 5,564,642
- Range
- 4.9M to 6.2M
- US visits
- 2,000,875
- Range
- 1.8M to 2.2M
- March 2027
- Worldwide visits
- 5,564,642
- Range
- 4.9M to 6.2M
- US visits
- 2,000,875
- Range
- 1.8M to 2.2M
- April 2027
- Worldwide visits
- 5,564,642
- Range
- 4.9M to 6.3M
- US visits
- 2,000,875
- Range
- 1.7M to 2.3M
6What the forecast expects for the ten most-visited sites
The forecast expects SavvyCal (+4%), Acuity Scheduling (+3%), Cal.com (+18%) and Chili Piper (+5%) to rise, and Calendly (-4%) and YouCanBookMe (-3%) 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 |
|---|---|---|---|---|
 Setmore | 1,668,392 | 1,664,135 | 1.5M to 1.8M | -0.3% |
 SavvyCal | 1,584,179 | 1,640,142 | 1.5M to 1.8M | +3.5% |
 Acuity Scheduling | 667,966 | 690,118 | 625K to 756K | +3.3% |
 Doodle | 584,372 | 593,228 | 502K to 685K | +1.5% |
 Calendly | 538,810 | 514,900 | 431K to 599K | -4.4% |
 Cal.com | 193,069 | 227,539 | 152K to 303K | +17.9% |
 YouCanBookMe | 78,185 | 75,732 | 57.3K to 94.1K | -3.1% |
 Morgen | 29,192 | 29,955 | 22.1K to 37.8K | +2.6% |
 Chili Piper | 6,052 | 6,327 | 4.0K to 8.6K | +4.5% |
 TidyCal | 5,630 | 5,560 | 3.9K to 7.2K | -1.2% |
Site
- Setmore
- September 2026
- 1,668,392
- October 2026 forecast
- 1,664,135
- Range
- 1.5M to 1.8M
- Change
- -0.3%
- SavvyCal
- September 2026
- 1,584,179
- October 2026 forecast
- 1,640,142
- Range
- 1.5M to 1.8M
- Change
- +3.5%
- Acuity Scheduling
- September 2026
- 667,966
- October 2026 forecast
- 690,118
- Range
- 625K to 756K
- Change
- +3.3%
- Doodle
- September 2026
- 584,372
- October 2026 forecast
- 593,228
- Range
- 502K to 685K
- Change
- +1.5%
- Calendly
- September 2026
- 538,810
- October 2026 forecast
- 514,900
- Range
- 431K to 599K
- Change
- -4.4%
- Cal.com
- September 2026
- 193,069
- October 2026 forecast
- 227,539
- Range
- 152K to 303K
- Change
- +17.9%
- YouCanBookMe
- September 2026
- 78,185
- October 2026 forecast
- 75,732
- Range
- 57.3K to 94.1K
- Change
- -3.1%
- Morgen
- September 2026
- 29,192
- October 2026 forecast
- 29,955
- Range
- 22.1K to 37.8K
- Change
- +2.6%
- Chili Piper
- September 2026
- 6,052
- October 2026 forecast
- 6,327
- Range
- 4.0K to 8.6K
- Change
- +4.5%
- TidyCal
- September 2026
- 5,630
- October 2026 forecast
- 5,560
- Range
- 3.9K to 7.2K
- Change
- -1.2%
Source: DataForSEO.
Together the ten come to 5,447,636, inside the market forecast of 5,564,642 for every tracked site.
Miles explains
Cal.com has the biggest expected rise (+18%). 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 scheduling assistant”.
- 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.