AI executive assistant market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough May 2027
- November vs October
- +0.2%
- May 2027, six months out
- +0.2%
- Past forecasts in range
- 4 of 6
Each month I forecast Google visits to the AI executive assistant sites I track, then score myself when the real number lands. For November 2026 I expect about 191,870 visits, about the same as in October 2026.
Below: how my last forecast did, the next six months and site by site.
Made 1 November 2026 from the October 2026 data. Data from DataForSEO, Google Trends via SerpApi, Tranco and Ahrefs · not a ranking
AI executive assistant forecast: the key numbers for November 2026
- Expected in November192Kvisits+0.2% vs October
- Likely range152K–232Kvisits in November
- Expected in May 2027192Kvisits+0.2% 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 executive assistant sites RankDude tracks got 191,423 visits from Google search in October 2026.
- The forecast for November 2026 is 191,870 visits, about the same as October 2026, likely between 152K and 232K.
- That is down on November 2025, when the same sites had 263,356 visits.
1How did the October 2026 forecast do?
In plain words: Last month’s forecast landed inside its range, 2% off. A hit.
In the October 2026 edition the forecast said October 2026 would bring about 194,400 search visits, somewhere between 154K and 235K. It brought 191,423. That landed inside the range, the month landing 2% below the forecast. That is a good month for a forecast.
| Made in | Months ahead | Forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|---|
| October 2026 | 1 | 194,400 | 154K to 235K | 191,423 | -1.5% | in range |
Made in
- October 2026
- Months ahead
- 1
- Forecast
- 194,400
- Range
- 154K to 235K
- Actual
- 191,423
- Miss
- -1.5%
- Result
- in range
Source: DataForSEO.
Site by site
| Site | Forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
 Superhuman | 71,903 | 49.0K to 94.8K | 76,539 | +6.4% | in range |
 Fyxer | 61,956 | 37.0K to 86.9K | 55,308 | -10.7% | in range |
 Granola | 38,684 | 27.3K to 50.1K | 37,457 | -3.2% | in range |
 MailMaestro | 9,230 | 8.1K to 10.4K | 9,964 | +8.0% | in range |
 Mailbutler | 4,032 | 3.1K to 4.9K | 3,336 | -17.3% | in range |
 Marblism (Eva) | 3,517 | 1.4K to 5.6K | 3,716 | +5.7% | in range |
 alfred_ | 3,505 | 1.4K to 5.6K | 3,512 | +0.2% | in range |
 Cora | 532 | 213 to 851 | 804 | +51.1% | in range |
 Catch | 544 | 218 to 870 | 638 | +17.3% | in range |
 Agently | 76 | 30 to 122 | 98 | +28.9% | in range |
Site
- Superhuman
- Forecast
- 71,903
- Range
- 49.0K to 94.8K
- Actual
- 76,539
- Miss
- +6.4%
- Result
- in range
- Fyxer
- Forecast
- 61,956
- Range
- 37.0K to 86.9K
- Actual
- 55,308
- Miss
- -10.7%
- Result
- in range
- Granola
- Forecast
- 38,684
- Range
- 27.3K to 50.1K
- Actual
- 37,457
- Miss
- -3.2%
- Result
- in range
- MailMaestro
- Forecast
- 9,230
- Range
- 8.1K to 10.4K
- Actual
- 9,964
- Miss
- +8.0%
- Result
- in range
- Mailbutler
- Forecast
- 4,032
- Range
- 3.1K to 4.9K
- Actual
- 3,336
- Miss
- -17.3%
- Result
- in range
- Marblism (Eva)
- Forecast
- 3,517
- Range
- 1.4K to 5.6K
- Actual
- 3,716
- Miss
- +5.7%
- Result
- in range
- alfred_
- Forecast
- 3,505
- Range
- 1.4K to 5.6K
- Actual
- 3,512
- Miss
- +0.2%
- Result
- in range
- Cora
- Forecast
- 532
- Range
- 213 to 851
- Actual
- 804
- Miss
- +51.1%
- Result
- in range
- Catch
- Forecast
- 544
- Range
- 218 to 870
- Actual
- 638
- Miss
- +17.3%
- Result
- in range
- Agently
- Forecast
- 76
- Range
- 30 to 122
- Actual
- 98
- Miss
- +28.9%
- Result
- in range
10 of 10 site forecasts landed in range.
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 343,101 | 306K to 380K | 355,866 | +3.7% | in range |
| June 2026 | 357,930 | 320K to 396K | 283,392 | -20.8% | missed |
| July 2026 | 294,573 | 263K to 326K | 195,494 | -33.6% | missed |
| August 2026 | 210,256 | 167K to 254K | 179,501 | -14.6% | in range |
| September 2026 | 184,114 | 146K to 222K | 196,215 | +6.6% | in range |
| October 2026 | 194,400 | 154K to 235K | 191,423 | -1.5% | in range |
Month
- May 2026
- Would have forecast
- 343,101
- Range
- 306K to 380K
- Actual
- 355,866
- Miss
- +3.7%
- Result
- in range
- June 2026
- Would have forecast
- 357,930
- Range
- 320K to 396K
- Actual
- 283,392
- Miss
- -20.8%
- Result
- missed
- July 2026
- Would have forecast
- 294,573
- Range
- 263K to 326K
- Actual
- 195,494
- Miss
- -33.6%
- Result
- missed
- August 2026
- Would have forecast
- 210,256
- Range
- 167K to 254K
- Actual
- 179,501
- Miss
- -14.6%
- Result
- in range
- September 2026
- Would have forecast
- 184,114
- Range
- 146K to 222K
- Actual
- 196,215
- Miss
- +6.6%
- Result
- in range
- October 2026
- Would have forecast
- 194,400
- Range
- 154K to 235K
- Actual
- 191,423
- Miss
- -1.5%
- Result
- in range
Each row uses only data from before that month.
The running scorecard
| Months ahead | Forecasts scored | In range | Average miss |
|---|---|---|---|
| 1 | 1 | 1 of 1 | 1.5% |
Months ahead
- 1
- Forecasts scored
- 1
- In range
- 1 of 1
- Average miss
- 1.5%
Across 1 earlier edition, every forecast for a month that has since closed.
Miles explains
4 of 6 in range is honest, not perfect. The biggest miss was July 2026 (-34%), the kind of month when one big site jumps. That’s why the range is wide.
2What is the market doing now?
Visits are down on a year ago (-24%), and the last three months were lower than the three before. Name searches are down (-9% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 191,423 (-2.4% on the month before, -24.2% on a year ago)
- Last 3 months vs the 3 before
- -32.1%
- 24-month peak
- 355,866 in May 2026
- Name searches, US
- -9.1% since October 2025
- Google Trends, "ai executive assistant"
- 45/100 (+12.5% on a year ago)
- 12-month trend
- -4.8% 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: -32%.
3Is November usually a big month or a quiet one?
No seasonal pattern is used in this forecast: the five-year Google Trends series for "ai executive assistant" has too many empty months (21 of 60, the last in December 2023) to read a seasonal pattern from.
On the calendar, November brings Black Friday and Cyber Monday and Thanksgiving (US). 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 November 2026
About 192K visits in November 2026, about the same as October 2026. The likely range is 152K to 232K.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 191,423 | 191,870 | 152K to 232K |
| Search visits, US | 80,840 | 80,411 | 68.2K to 92.6K |
| Brand-name searches a month, US (last known: September 2026) | 15,790 | 15,673 | 12.9K to 18.4K |
| Searches for “ai executive assistant”, US (last known: September 2026) | 480 | 495 | 354 to 635 |
Measure
- Search visits, worldwide
- Last known
- 191,423
- Forecast
- 191,870
- Range
- 152K to 232K
- Search visits, US
- Last known
- 80,840
- Forecast
- 80,411
- Range
- 68.2K to 92.6K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 15,790
- Forecast
- 15,673
- Range
- 12.9K to 18.4K
- Searches for “ai executive assistant”, US (last known: September 2026)
- Last known
- 480
- Forecast
- 495
- Range
- 354 to 635
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 191,870 visits a month, +0.2% on the 191,423 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 191,870 | 148K to 236K | 80,411 | 67.0K to 93.9K |
| January 2027 | 191,870 | 144K to 240K | 80,411 | 65.7K to 95.1K |
| February 2027 | 191,870 | 140K to 244K | 80,411 | 64.5K to 96.3K |
| March 2027 | 191,870 | 136K to 248K | 80,411 | 63.3K to 97.5K |
| April 2027 | 191,870 | 132K to 252K | 80,411 | 62.1K to 98.7K |
| May 2027 | 191,870 | 128K to 256K | 80,411 | 60.9K to 100.0K |
Month
- December 2026
- Worldwide visits
- 191,870
- Range
- 148K to 236K
- US visits
- 80,411
- Range
- 67.0K to 93.9K
- January 2027
- Worldwide visits
- 191,870
- Range
- 144K to 240K
- US visits
- 80,411
- Range
- 65.7K to 95.1K
- February 2027
- Worldwide visits
- 191,870
- Range
- 140K to 244K
- US visits
- 80,411
- Range
- 64.5K to 96.3K
- March 2027
- Worldwide visits
- 191,870
- Range
- 136K to 248K
- US visits
- 80,411
- Range
- 63.3K to 97.5K
- April 2027
- Worldwide visits
- 191,870
- Range
- 132K to 252K
- US visits
- 80,411
- Range
- 62.1K to 98.7K
- May 2027
- Worldwide visits
- 191,870
- Range
- 128K to 256K
- US visits
- 80,411
- Range
- 60.9K to 100.0K
6What the forecast expects for the ten most-visited sites
The forecast expects Marblism (Eva) (+4%), alfred_ (+5%), Mailbutler (+3%), Catch (+5%) and Agently (+8%) to rise, and Granola (-8%) 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 |
|---|---|---|---|---|
| Superhuman | 76,539 | 75,844 | 51.6K to 100K | -0.9% |
| Fyxer | 55,308 | 56,333 | 44.2K to 68.5K | +1.9% |
| Granola | 37,457 | 34,418 | 24.3K to 44.6K | -8.1% |
| MailMaestro | 9,964 | 9,781 | 9.0K to 10.6K | -1.8% |
| Marblism (Eva) | 3,716 | 3,855 | 3.1K to 4.6K | +3.7% |
| alfred_ | 3,512 | 3,691 | 1.5K to 5.9K | +5.1% |
| Mailbutler | 3,336 | 3,440 | 2.7K to 4.1K | +3.1% |
| Cora | 804 | 782 | 313 to 1.3K | -2.7% |
| Catch | 638 | 668 | 267 to 1.1K | +4.7% |
| Agently | 98 | 106 | 42 to 170 | +8.2% |
Site
- Superhuman
- October 2026
- 76,539
- November 2026 forecast
- 75,844
- Range
- 51.6K to 100K
- Change
- -0.9%
- Fyxer
- October 2026
- 55,308
- November 2026 forecast
- 56,333
- Range
- 44.2K to 68.5K
- Change
- +1.9%
- Granola
- October 2026
- 37,457
- November 2026 forecast
- 34,418
- Range
- 24.3K to 44.6K
- Change
- -8.1%
- MailMaestro
- October 2026
- 9,964
- November 2026 forecast
- 9,781
- Range
- 9.0K to 10.6K
- Change
- -1.8%
- Marblism (Eva)
- October 2026
- 3,716
- November 2026 forecast
- 3,855
- Range
- 3.1K to 4.6K
- Change
- +3.7%
- alfred_
- October 2026
- 3,512
- November 2026 forecast
- 3,691
- Range
- 1.5K to 5.9K
- Change
- +5.1%
- Mailbutler
- October 2026
- 3,336
- November 2026 forecast
- 3,440
- Range
- 2.7K to 4.1K
- Change
- +3.1%
- Cora
- October 2026
- 804
- November 2026 forecast
- 782
- Range
- 313 to 1.3K
- Change
- -2.7%
- Catch
- October 2026
- 638
- November 2026 forecast
- 668
- Range
- 267 to 1.1K
- Change
- +4.7%
- Agently
- October 2026
- 98
- November 2026 forecast
- 106
- Range
- 42 to 170
- Change
- +8.2%
Source: DataForSEO.
Together the ten come to 188,918, inside the market forecast of 191,870 for every tracked site.
Miles explains
Agently has the biggest expected rise (+8%). 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 executive 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.