AI front desk market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecastā Flatthrough May 2027
- November vs October
- +0.2%
- May 2027, six months out
- -0.9%
- Past forecasts in range
- 3 of 6
Each month I forecast Google visits to the AI front desk sites I track, then score myself when the real number lands. For November 2026 I expect about 285,059 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 Ā· not a ranking
AI front desk forecast: the key numbers for November 2026
- Expected in November285Kvisits+0.2% vs October
- Likely range207Kā363Kvisits in November
- Expected in May 2027282Kvisits-1% six months out
- Forecasts in range3 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 front desk sites RankDude tracks got 284,384 visits from Google search in October 2026.
- The forecast for November 2026 is 285,059 visits, about the same as October 2026, likely between 207K and 363K.
- That is down on November 2025, when the same sites had 385,711 visits.
1How did the October 2026 forecast do?
In plain words: Last monthās forecast landed inside its range, 16% off. A hit.
In the October 2026 edition the forecast said October 2026 would bring about 340,048 search visits, somewhere between 247K and 433K. It brought 284,384. That landed inside the range, the month landing 16% below the forecast. Inside the range, but not a bullseye.
| Made in | Months ahead | Forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|---|
| October 2026 | 1 | 340,048 | 247K to 433K | 284,384 | -16.4% | in range |
Made in
- October 2026
- Months ahead
- 1
- Forecast
- 340,048
- Range
- 247K to 433K
- Actual
- 284,384
- Miss
- -16.4%
- Result
- in range
Source: DataForSEO.
Site by site
| Site | Forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
 Frontdesk (My AI Front Desk) | 155,610 | 92.4K to 219K | 81,430 | -47.7% | missed |
 Talkie.ai | 52,594 | 34.2K to 70.9K | 55,632 | +5.8% | in range |
 Emitrr | 44,659 | 18.9K to 70.4K | 58,402 | +30.8% | in range |
 Canary Technologies | 22,003 | 18.4K to 25.6K | 24,957 | +13.4% | in range |
 Luma Health | 18,013 | 13.9K to 22.2K | 16,698 | -7.3% | in range |
 DeepCura | 15,455 | 6.2K to 24.7K | 14,296 | -7.5% | in range |
 Assort Health | 6,958 | 5.8K to 8.1K | 7,539 | +8.4% | in range |
 HiJiffy | 5,966 | 5.0K to 7.0K | 7,768 | +30.2% | missed |
 DoctorConnect (Aria) | 4,206 | 3.5K to 4.9K | 4,701 | +11.8% | in range |
 Duve | 3,965 | 3.1K to 4.8K | 3,672 | -7.4% | in range |
Site
- Frontdesk (My AI Front Desk)
- Forecast
- 155,610
- Range
- 92.4K to 219K
- Actual
- 81,430
- Miss
- -47.7%
- Result
- missed
- Talkie.ai
- Forecast
- 52,594
- Range
- 34.2K to 70.9K
- Actual
- 55,632
- Miss
- +5.8%
- Result
- in range
- Emitrr
- Forecast
- 44,659
- Range
- 18.9K to 70.4K
- Actual
- 58,402
- Miss
- +30.8%
- Result
- in range
- Canary Technologies
- Forecast
- 22,003
- Range
- 18.4K to 25.6K
- Actual
- 24,957
- Miss
- +13.4%
- Result
- in range
- Luma Health
- Forecast
- 18,013
- Range
- 13.9K to 22.2K
- Actual
- 16,698
- Miss
- -7.3%
- Result
- in range
- DeepCura
- Forecast
- 15,455
- Range
- 6.2K to 24.7K
- Actual
- 14,296
- Miss
- -7.5%
- Result
- in range
- Assort Health
- Forecast
- 6,958
- Range
- 5.8K to 8.1K
- Actual
- 7,539
- Miss
- +8.4%
- Result
- in range
- HiJiffy
- Forecast
- 5,966
- Range
- 5.0K to 7.0K
- Actual
- 7,768
- Miss
- +30.2%
- Result
- missed
- DoctorConnect (Aria)
- Forecast
- 4,206
- Range
- 3.5K to 4.9K
- Actual
- 4,701
- Miss
- +11.8%
- Result
- in range
- Duve
- Forecast
- 3,965
- Range
- 3.1K to 4.8K
- Actual
- 3,672
- Miss
- -7.4%
- Result
- in range
8 of 10 site forecasts landed in range.
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 522,954 | 481K to 565K | 530,494 | +1.4% | in range |
| June 2026 | 538,215 | 495K to 581K | 651,613 | +21.1% | missed |
| July 2026 | 652,678 | 549K to 756K | 597,693 | -8.4% | in range |
| August 2026 | 620,392 | 522K to 719K | 451,119 | -27.3% | missed |
| September 2026 | 475,575 | 375K to 576K | 320,403 | -32.6% | missed |
| October 2026 | 340,048 | 247K to 433K | 284,384 | -16.4% | in range |
Month
- May 2026
- Would have forecast
- 522,954
- Range
- 481K to 565K
- Actual
- 530,494
- Miss
- +1.4%
- Result
- in range
- June 2026
- Would have forecast
- 538,215
- Range
- 495K to 581K
- Actual
- 651,613
- Miss
- +21.1%
- Result
- missed
- July 2026
- Would have forecast
- 652,678
- Range
- 549K to 756K
- Actual
- 597,693
- Miss
- -8.4%
- Result
- in range
- August 2026
- Would have forecast
- 620,392
- Range
- 522K to 719K
- Actual
- 451,119
- Miss
- -27.3%
- Result
- missed
- September 2026
- Would have forecast
- 475,575
- Range
- 375K to 576K
- Actual
- 320,403
- Miss
- -32.6%
- Result
- missed
- October 2026
- Would have forecast
- 340,048
- Range
- 247K to 433K
- Actual
- 284,384
- Miss
- -16.4%
- 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 | 16.4% |
Months ahead
- 1
- Forecasts scored
- 1
- In range
- 1 of 1
- Average miss
- 16.4%
Across 1 earlier edition, every forecast for a month that has since closed.
Miles explains
3 of 6 in range is honest, not perfect. The biggest miss was September 2026 (-33%), the kind of month when one big site jumps. Thatās why the range is wide.
2What is the market doing now?
Visits are down on a year ago (-28%), and the last three months were lower than the three before. Name searches are down (-7% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 284,384 (-11.2% on the month before, -28.0% on a year ago)
- Last 3 months vs the 3 before
- -40.7%
- 24-month peak
- 651,613 in June 2026
- Name searches, US
- -7.4% since October 2025
- Google Trends, "ai front desk"
- 53/100 (+39.5% on a year ago)
- 12-month trend
- -0.5% 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: -41%.
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 front desk" has too many empty months (32 of 60, the last in June 2024) 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 285K visits in November 2026, about the same as October 2026. The likely range is 207K to 363K.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 284,384 | 285,059 | 207K to 363K |
| Search visits, US | 139,697 | 138,251 | 102K to 174K |
| Brand-name searches a month, US (last known: September 2026) | 28,530 | 30,526 | 27.3K to 33.8K |
| Searches for āai front deskā, US (last known: September 2026) | 320 | 313 | 239 to 386 |
Measure
- Search visits, worldwide
- Last known
- 284,384
- Forecast
- 285,059
- Range
- 207K to 363K
- Search visits, US
- Last known
- 139,697
- Forecast
- 138,251
- Range
- 102K to 174K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 28,530
- Forecast
- 30,526
- Range
- 27.3K to 33.8K
- Searches for āai front deskā, US (last known: September 2026)
- Last known
- 320
- Forecast
- 313
- Range
- 239 to 386
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 281,705 visits a month, -1% on the 284,384 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 283,918 | 199K to 369K | 138,126 | 98.5K to 178K |
| January 2027 | 283,120 | 190K to 376K | 138,039 | 94.8K to 181K |
| February 2027 | 282,561 | 182K to 383K | 137,978 | 91.2K to 185K |
| March 2027 | 282,170 | 174K to 390K | 137,935 | 87.5K to 188K |
| April 2027 | 281,896 | 166K to 397K | 137,905 | 83.9K to 192K |
| May 2027 | 281,705 | 159K to 405K | 137,884 | 80.3K to 195K |
Month
- December 2026
- Worldwide visits
- 283,918
- Range
- 199K to 369K
- US visits
- 138,126
- Range
- 98.5K to 178K
- January 2027
- Worldwide visits
- 283,120
- Range
- 190K to 376K
- US visits
- 138,039
- Range
- 94.8K to 181K
- February 2027
- Worldwide visits
- 282,561
- Range
- 182K to 383K
- US visits
- 137,978
- Range
- 91.2K to 185K
- March 2027
- Worldwide visits
- 282,170
- Range
- 174K to 390K
- US visits
- 137,935
- Range
- 87.5K to 188K
- April 2027
- Worldwide visits
- 281,896
- Range
- 166K to 397K
- US visits
- 137,905
- Range
- 83.9K to 192K
- May 2027
- Worldwide visits
- 281,705
- Range
- 159K to 405K
- US visits
- 137,884
- Range
- 80.3K to 195K
6What the forecast expects for the ten most-visited sites
The forecast expects Frontdesk (My AI Front Desk) (+7%) and DeepCura (+4%) to rise, and Emitrr (-4%), HiJiffy (-4%) and DoctorConnect (Aria) (-3%) 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 |
|---|---|---|---|---|
| Frontdesk (My AI Front Desk) | 81,430 | 86,860 | 45.4K to 128K | +6.7% |
| Emitrr | 58,402 | 56,341 | 23.8K to 88.8K | -3.5% |
| Talkie.ai | 55,632 | 55,776 | 36.3K to 75.2K | +0.3% |
| Canary Technologies | 24,957 | 24,514 | 20.5K to 28.5K | -1.8% |
| Luma Health | 16,698 | 16,887 | 14.1K to 19.7K | +1.1% |
| DeepCura | 14,296 | 14,830 | 10.5K to 19.1K | +3.7% |
| HiJiffy | 7,768 | 7,479 | 5.6K to 9.3K | -3.7% |
| Assort Health | 7,539 | 7,454 | 6.2K to 8.7K | -1.1% |
| DoctorConnect (Aria) | 4,701 | 4,552 | 3.9K to 5.2K | -3.2% |
| Duve | 3,672 | 3,709 | 2.9K to 4.5K | +1.0% |
Site
- Frontdesk (My AI Front Desk)
- October 2026
- 81,430
- November 2026 forecast
- 86,860
- Range
- 45.4K to 128K
- Change
- +6.7%
- Emitrr
- October 2026
- 58,402
- November 2026 forecast
- 56,341
- Range
- 23.8K to 88.8K
- Change
- -3.5%
- Talkie.ai
- October 2026
- 55,632
- November 2026 forecast
- 55,776
- Range
- 36.3K to 75.2K
- Change
- +0.3%
- Canary Technologies
- October 2026
- 24,957
- November 2026 forecast
- 24,514
- Range
- 20.5K to 28.5K
- Change
- -1.8%
- Luma Health
- October 2026
- 16,698
- November 2026 forecast
- 16,887
- Range
- 14.1K to 19.7K
- Change
- +1.1%
- DeepCura
- October 2026
- 14,296
- November 2026 forecast
- 14,830
- Range
- 10.5K to 19.1K
- Change
- +3.7%
- HiJiffy
- October 2026
- 7,768
- November 2026 forecast
- 7,479
- Range
- 5.6K to 9.3K
- Change
- -3.7%
- Assort Health
- October 2026
- 7,539
- November 2026 forecast
- 7,454
- Range
- 6.2K to 8.7K
- Change
- -1.1%
- DoctorConnect (Aria)
- October 2026
- 4,701
- November 2026 forecast
- 4,552
- Range
- 3.9K to 5.2K
- Change
- -3.2%
- Duve
- October 2026
- 3,672
- November 2026 forecast
- 3,709
- Range
- 2.9K to 4.5K
- Change
- +1.0%
Source: DataForSEO.
Together the ten come to 278,402, inside the market forecast of 285,059 for every tracked site.
Miles explains
Frontdesk (My AI Front Desk) has the biggest expected rise (+7%). 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 āai front deskā.
- 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.