AI sales automation market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecastâ–Ľ Fallingthrough May 2027
- November vs October
- -4.0%
- May 2027, six months out
- -12%
- Past forecasts in range
- 4 of 6
Each month I forecast Google visits to the AI sales automation sites I track, then score myself when the real number lands. For November 2026 I expect about 1.2 million visits, 4% fewer than 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 sales automation forecast: the key numbers for November 2026
- Expected in November1.2Mvisits-4% vs October
- Likely range1.0M–1.3Mvisits in November
- Expected in May 20271.1Mvisits-12% 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 sales automation sites RankDude tracks got 1,226,781 visits from Google search in October 2026.
- The forecast for November 2026 is 1,177,700 visits, down by about 4% on October 2026, likely between 1.0M and 1.3M.
- That is down on November 2025, when the same sites had 2,104,441 visits.
1How did the October 2026 forecast do?
In plain words: Last month’s forecast landed inside its range, 1% off. A hit.
In the October 2026 edition the forecast said October 2026 would bring about 1,212,069 search visits, somewhere between 1.1M and 1.4M. It brought 1,226,781. That landed inside the range, the month landing 1% above the forecast. That is a good month for a forecast.
| Made in | Months ahead | Forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|---|
| October 2026 | 1 | 1,212,069 | 1.1M to 1.4M | 1,226,781 | +1.2% | in range |
Made in
- October 2026
- Months ahead
- 1
- Forecast
- 1,212,069
- Range
- 1.1M to 1.4M
- Actual
- 1,226,781
- Miss
- +1.2%
- Result
- in range
Source: DataForSEO.
Site by site
| Site | Forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
 Apollo.io | 246,623 | 199K to 294K | 278,254 | +12.8% | in range |
 Seamless.AI | 230,011 | 206K to 254K | 223,011 | -3.0% | in range |
 Clay | 168,793 | 144K to 193K | 160,684 | -4.8% | in range |
 Salesforge | 103,766 | 41.5K to 166K | 121,359 | +17.0% | in range |
 Instantly | 90,459 | 83.2K to 97.7K | 82,657 | -8.6% | missed |
 Clodura | 58,831 | 33.2K to 84.4K | 36,225 | -38.4% | in range |
 Phantombuster | 54,721 | 39.6K to 69.9K | 48,810 | -10.8% | in range |
 Salesloft | 41,194 | 32.9K to 49.5K | 34,703 | -15.8% | in range |
 Cognism | 35,773 | 32.4K to 39.1K | 33,657 | -5.9% | in range |
 BrandWell | 35,442 | 25.4K to 45.5K | 17,529 | -50.5% | missed |
Site
- Apollo.io
- Forecast
- 246,623
- Range
- 199K to 294K
- Actual
- 278,254
- Miss
- +12.8%
- Result
- in range
- Seamless.AI
- Forecast
- 230,011
- Range
- 206K to 254K
- Actual
- 223,011
- Miss
- -3.0%
- Result
- in range
- Clay
- Forecast
- 168,793
- Range
- 144K to 193K
- Actual
- 160,684
- Miss
- -4.8%
- Result
- in range
- Salesforge
- Forecast
- 103,766
- Range
- 41.5K to 166K
- Actual
- 121,359
- Miss
- +17.0%
- Result
- in range
- Instantly
- Forecast
- 90,459
- Range
- 83.2K to 97.7K
- Actual
- 82,657
- Miss
- -8.6%
- Result
- missed
- Clodura
- Forecast
- 58,831
- Range
- 33.2K to 84.4K
- Actual
- 36,225
- Miss
- -38.4%
- Result
- in range
- Phantombuster
- Forecast
- 54,721
- Range
- 39.6K to 69.9K
- Actual
- 48,810
- Miss
- -10.8%
- Result
- in range
- Salesloft
- Forecast
- 41,194
- Range
- 32.9K to 49.5K
- Actual
- 34,703
- Miss
- -15.8%
- Result
- in range
- Cognism
- Forecast
- 35,773
- Range
- 32.4K to 39.1K
- Actual
- 33,657
- Miss
- -5.9%
- Result
- in range
- BrandWell
- Forecast
- 35,442
- Range
- 25.4K to 45.5K
- Actual
- 17,529
- Miss
- -50.5%
- Result
- missed
8 of 10 site forecasts landed in range.
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 2,044,512 | 1.8M to 2.3M | 1,962,472 | -4.0% | in range |
| June 2026 | 1,968,107 | 1.7M to 2.2M | 1,856,698 | -5.7% | in range |
| July 2026 | 1,873,409 | 1.6M to 2.1M | 1,631,428 | -12.9% | missed |
| August 2026 | 1,667,725 | 1.5M to 1.9M | 1,402,678 | -15.9% | missed |
| September 2026 | 1,386,613 | 1.2M to 1.6M | 1,262,579 | -8.9% | in range |
| October 2026 | 1,212,069 | 1.1M to 1.4M | 1,226,781 | +1.2% | in range |
Month
- May 2026
- Would have forecast
- 2,044,512
- Range
- 1.8M to 2.3M
- Actual
- 1,962,472
- Miss
- -4.0%
- Result
- in range
- June 2026
- Would have forecast
- 1,968,107
- Range
- 1.7M to 2.2M
- Actual
- 1,856,698
- Miss
- -5.7%
- Result
- in range
- July 2026
- Would have forecast
- 1,873,409
- Range
- 1.6M to 2.1M
- Actual
- 1,631,428
- Miss
- -12.9%
- Result
- missed
- August 2026
- Would have forecast
- 1,667,725
- Range
- 1.5M to 1.9M
- Actual
- 1,402,678
- Miss
- -15.9%
- Result
- missed
- September 2026
- Would have forecast
- 1,386,613
- Range
- 1.2M to 1.6M
- Actual
- 1,262,579
- Miss
- -8.9%
- Result
- in range
- October 2026
- Would have forecast
- 1,212,069
- Range
- 1.1M to 1.4M
- Actual
- 1,226,781
- Miss
- +1.2%
- 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 | 1.2% |
Months ahead
- 1
- Forecasts scored
- 1
- In range
- 1 of 1
- Average miss
- 1.2%
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 August 2026 (-16%), 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 (-46%), and the last three months were lower than the three before. Name searches are down (-19% since October 2025). Recent months are getting weaker, and the forecast follows them.
- Visits, October 2026
- 1,226,781 (-2.8% on the month before, -45.7% on a year ago)
- Last 3 months vs the 3 before
- -28.6%
- 24-month peak
- 3,171,768 in January 2025
- Name searches, US
- -18.5% since October 2025
- Google Trends, "ai sales automation"
- 11/100 (-70.3% on a year ago)
- 12-month trend
- -5.7% 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: -29%.
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 sales automation" has too many empty months (34 of 61, the last in September 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 1.2M visits in November 2026, down 4% on October 2026. The likely range is 1.0M to 1.3M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 1,226,781 | 1,177,700 | 1.0M to 1.3M |
| Search visits, US | 403,230 | 383,010 | 328K to 438K |
| Brand-name searches a month, US (last known: September 2026) | 110,080 | 107,857 | 89.3K to 126K |
| Searches for “ai sales automation”, US (last known: September 2026) | 170 | 349 | 119 to 580 |
Measure
- Search visits, worldwide
- Last known
- 1,226,781
- Forecast
- 1,177,700
- Range
- 1.0M to 1.3M
- Search visits, US
- Last known
- 403,230
- Forecast
- 383,010
- Range
- 328K to 438K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 110,080
- Forecast
- 107,857
- Range
- 89.3K to 126K
- Searches for “ai sales automation”, US (last known: September 2026)
- Last known
- 170
- Forecast
- 349
- Range
- 119 to 580
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 1,083,271 visits a month, -12% on the 1,226,781 of October 2026, so the next six months look like a slide.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 1,145,594 | 983K to 1.3M | 367,654 | 309K to 426K |
| January 2027 | 1,123,120 | 949K to 1.3M | 356,905 | 295K to 419K |
| February 2027 | 1,107,388 | 922K to 1.3M | 349,381 | 284K to 415K |
| March 2027 | 1,096,376 | 898K to 1.3M | 344,114 | 275K to 413K |
| April 2027 | 1,088,667 | 878K to 1.3M | 340,427 | 267K to 414K |
| May 2027 | 1,083,271 | 860K to 1.3M | 337,846 | 260K to 416K |
Month
- December 2026
- Worldwide visits
- 1,145,594
- Range
- 983K to 1.3M
- US visits
- 367,654
- Range
- 309K to 426K
- January 2027
- Worldwide visits
- 1,123,120
- Range
- 949K to 1.3M
- US visits
- 356,905
- Range
- 295K to 419K
- February 2027
- Worldwide visits
- 1,107,388
- Range
- 922K to 1.3M
- US visits
- 349,381
- Range
- 284K to 415K
- March 2027
- Worldwide visits
- 1,096,376
- Range
- 898K to 1.3M
- US visits
- 344,114
- Range
- 275K to 413K
- April 2027
- Worldwide visits
- 1,088,667
- Range
- 878K to 1.3M
- US visits
- 340,427
- Range
- 267K to 414K
- May 2027
- Worldwide visits
- 1,083,271
- Range
- 860K to 1.3M
- US visits
- 337,846
- Range
- 260K to 416K
6What the forecast expects for the ten most-visited sites
The forecast expects Instantly (+4%) to rise, and Clay (-7%), Phantombuster (-4%) and Salesloft (-4%) 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 |
|---|---|---|---|---|
| Apollo.io | 278,254 | 273,509 | 221K to 326K | -1.7% |
| Seamless.AI | 223,011 | 220,375 | 200K to 240K | -1.2% |
| Clay | 160,684 | 149,230 | 128K to 171K | -7.1% |
| Salesforge | 121,359 | 118,720 | 48.1K to 189K | -2.2% |
| Instantly | 82,657 | 85,631 | 78.8K to 92.5K | +3.6% |
| Phantombuster | 48,810 | 46,984 | 34.0K to 60.0K | -3.7% |
| Clodura | 36,225 | 36,225 | 20.3K to 52.1K | 0% |
| Salesloft | 34,703 | 33,248 | 27.8K to 38.7K | -4.2% |
| Cognism | 33,657 | 32,705 | 30.1K to 35.3K | -2.8% |
 Reply.io | 28,939 | 28,266 | 23.1K to 33.4K | -2.3% |
Site
- Apollo.io
- October 2026
- 278,254
- November 2026 forecast
- 273,509
- Range
- 221K to 326K
- Change
- -1.7%
- Seamless.AI
- October 2026
- 223,011
- November 2026 forecast
- 220,375
- Range
- 200K to 240K
- Change
- -1.2%
- Clay
- October 2026
- 160,684
- November 2026 forecast
- 149,230
- Range
- 128K to 171K
- Change
- -7.1%
- Salesforge
- October 2026
- 121,359
- November 2026 forecast
- 118,720
- Range
- 48.1K to 189K
- Change
- -2.2%
- Instantly
- October 2026
- 82,657
- November 2026 forecast
- 85,631
- Range
- 78.8K to 92.5K
- Change
- +3.6%
- Phantombuster
- October 2026
- 48,810
- November 2026 forecast
- 46,984
- Range
- 34.0K to 60.0K
- Change
- -3.7%
- Clodura
- October 2026
- 36,225
- November 2026 forecast
- 36,225
- Range
- 20.3K to 52.1K
- Change
- 0%
- Salesloft
- October 2026
- 34,703
- November 2026 forecast
- 33,248
- Range
- 27.8K to 38.7K
- Change
- -4.2%
- Cognism
- October 2026
- 33,657
- November 2026 forecast
- 32,705
- Range
- 30.1K to 35.3K
- Change
- -2.8%
- Reply.io
- October 2026
- 28,939
- November 2026 forecast
- 28,266
- Range
- 23.1K to 33.4K
- Change
- -2.3%
Source: DataForSEO.
Clodura’s October 2026 figure (36,225) broke from its own series, so its forecast carries that level; the average of its earlier months would have called 72,021. Together the ten come to 1,024,893, inside the market forecast of 1,177,700 for every tracked site.
Miles explains
Instantly has the biggest expected rise (+4%). 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 sales automation”.
- 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.