AI CRM tool market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough May 2027
- November vs October
- -0.4%
- May 2027, six months out
- -2.3%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI CRM tool sites I track, then score myself when the real number lands. For November 2026 I expect about 27 million visits, about the same as in October 2026.
Below: how my last forecast did, the next six months and site by site.
Made 2 November 2026 from the October 2026 data. Data from DataForSEO, Google Trends via DataForSEO, Tranco and Ahrefs · not a ranking
AI CRM tool forecast: the key numbers for November 2026
- Expected in November27Mvisits-0.4% vs October
- Likely range25M–29Mvisits in November
- Expected in May 202726Mvisits-2% six months out
- Forecasts in range5 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 CRM tool sites RankDude tracks got 27,030,381 visits from Google search in October 2026.
- The forecast for November 2026 is 26,913,911 visits, about the same as October 2026, likely between 25M and 29M.
- That is down on November 2025, when the same sites had 30,851,892 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 5% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 5%
- Inside the range
- 5 of 6 months
- Direction called right
- 2 of 6 months
- Next month
- this section scores the real forecast
The backtest, month by month
| Month | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 32,262,858 | 28M to 36M | 31,070,853 | -3.7% | in range |
| June 2026 | 31,249,654 | 29M to 34M | 30,762,956 | -1.6% | in range |
| July 2026 | 30,715,056 | 28M to 33M | 27,506,391 | -10.4% | missed |
| August 2026 | 28,644,728 | 26M to 31M | 26,966,206 | -5.9% | in range |
| September 2026 | 26,475,796 | 24M to 29M | 27,881,463 | +5.3% | in range |
| October 2026 | 27,924,332 | 26M to 30M | 27,030,381 | -3.2% | in range |
Month
- May 2026
- Would have forecast
- 32,262,858
- Range
- 28M to 36M
- Actual
- 31,070,853
- Miss
- -3.7%
- Result
- in range
- June 2026
- Would have forecast
- 31,249,654
- Range
- 29M to 34M
- Actual
- 30,762,956
- Miss
- -1.6%
- Result
- in range
- July 2026
- Would have forecast
- 30,715,056
- Range
- 28M to 33M
- Actual
- 27,506,391
- Miss
- -10.4%
- Result
- missed
- August 2026
- Would have forecast
- 28,644,728
- Range
- 26M to 31M
- Actual
- 26,966,206
- Miss
- -5.9%
- Result
- in range
- September 2026
- Would have forecast
- 26,475,796
- Range
- 24M to 29M
- Actual
- 27,881,463
- Miss
- +5.3%
- Result
- in range
- October 2026
- Would have forecast
- 27,924,332
- Range
- 26M to 30M
- Actual
- 27,030,381
- Miss
- -3.2%
- Result
- in range
Each row uses only data from before that month.
Miles explains
5 of 6 in range is honest, not perfect. The biggest miss was July 2026 (-10%), 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 (-39%), and the last three months were lower than the three before. Name searches are down (-15% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 27,030,381 (-3.1% on the month before, -38.6% on a year ago)
- Last 3 months vs the 3 before
- -8.4%
- 24-month peak
- 54,247,241 in December 2024
- Name searches, US
- -15.4% since October 2025
- Google Trends, "ai crm"
- 17/100 (-56.4% on a year ago)
- 12-month trend
- -1.7% 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: -8%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (10% above) for searches for “ai crm”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 110 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- June and September
- Quietest months
- April, May and July
- Used in this forecast?
- No: average miss 5% as chosen, 5% without the pattern, 20.8% 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 (20.8% average miss with it, 5% without), so I show it but leave it out.
4What to expect in November 2026
About 27M visits in November 2026, about the same as October 2026. The likely range is 25M to 29M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 27,030,381 | 26,913,911 | 25M to 29M |
| Search visits, US | 3,586,522 | 3,729,502 | 3.4M to 4.0M |
| Brand-name searches a month, US (last known: September 2026) | 1,174,720 | 1,169,956 | 1.1M to 1.3M |
| Searches for “ai crm”, US (last known: September 2026) | 2,400 | 2,106 | 1.3K to 2.9K |
Measure
- Search visits, worldwide
- Last known
- 27,030,381
- Forecast
- 26,913,911
- Range
- 25M to 29M
- Search visits, US
- Last known
- 3,586,522
- Forecast
- 3,729,502
- Range
- 3.4M to 4.0M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 1,174,720
- Forecast
- 1,169,956
- Range
- 1.1M to 1.3M
- Searches for “ai crm”, US (last known: September 2026)
- Last known
- 2,400
- Forecast
- 2,106
- Range
- 1.3K to 2.9K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 26,403,553 visits a month, -2% on the 27,030,381 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 26,740,389 | 24M to 29M | 3,704,903 | 3.4M to 4.0M |
| January 2027 | 26,618,923 | 24M to 29M | 3,687,683 | 3.3M to 4.0M |
| February 2027 | 26,533,897 | 24M to 29M | 3,675,630 | 3.3M to 4.1M |
| March 2027 | 26,474,379 | 24M to 29M | 3,667,192 | 3.3M to 4.1M |
| April 2027 | 26,432,716 | 23M to 30M | 3,661,286 | 3.2M to 4.1M |
| May 2027 | 26,403,553 | 23M to 30M | 3,657,152 | 3.2M to 4.1M |
Month
- December 2026
- Worldwide visits
- 26,740,389
- Range
- 24M to 29M
- US visits
- 3,704,903
- Range
- 3.4M to 4.0M
- January 2027
- Worldwide visits
- 26,618,923
- Range
- 24M to 29M
- US visits
- 3,687,683
- Range
- 3.3M to 4.0M
- February 2027
- Worldwide visits
- 26,533,897
- Range
- 24M to 29M
- US visits
- 3,675,630
- Range
- 3.3M to 4.1M
- March 2027
- Worldwide visits
- 26,474,379
- Range
- 24M to 29M
- US visits
- 3,667,192
- Range
- 3.3M to 4.1M
- April 2027
- Worldwide visits
- 26,432,716
- Range
- 23M to 30M
- US visits
- 3,661,286
- Range
- 3.2M to 4.1M
- May 2027
- Worldwide visits
- 26,403,553
- Range
- 23M to 30M
- US visits
- 3,657,152
- Range
- 3.2M to 4.1M
6What the forecast expects for the ten most-visited sites
The forecast expects Pipedrive AI (+12%) to rise, and Bitrix24 (-8%) and ActiveCampaign (-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 |
|---|---|---|---|---|
 Zoho | 10,467,238 | 10,449,864 | 9.6M to 11M | -0.2% |
 Zendesk AI Agents | 6,417,579 | 6,426,153 | 5.9M to 6.9M | +0.1% |
 Salesforce | 6,381,205 | 6,390,966 | 5.9M to 6.9M | +0.2% |
 HubSpot | 2,147,457 | 2,144,695 | 1.9M to 2.4M | -0.1% |
 monday CRM | 391,865 | 385,847 | 333K to 439K | -1.5% |
 Pipedrive AI | 258,483 | 288,705 | 251K to 326K | +11.7% |
 HighLevel | 246,914 | 250,957 | 226K to 276K | +1.6% |
 Bitrix24 | 221,237 | 203,183 | 171K to 235K | -8.2% |
 Freshdesk Freddy AI | 174,699 | 176,957 | 160K to 194K | +1.3% |
 ActiveCampaign | 113,817 | 105,149 | 95.6K to 115K | -7.6% |
Site
- October 2026
- 10,467,238
- November 2026 forecast
- 10,449,864
- Range
- 9.6M to 11M
- Change
- -0.2%
- October 2026
- 6,417,579
- November 2026 forecast
- 6,426,153
- Range
- 5.9M to 6.9M
- Change
- +0.1%
- October 2026
- 6,381,205
- November 2026 forecast
- 6,390,966
- Range
- 5.9M to 6.9M
- Change
- +0.2%
- October 2026
- 2,147,457
- November 2026 forecast
- 2,144,695
- Range
- 1.9M to 2.4M
- Change
- -0.1%
- October 2026
- 391,865
- November 2026 forecast
- 385,847
- Range
- 333K to 439K
- Change
- -1.5%
- October 2026
- 258,483
- November 2026 forecast
- 288,705
- Range
- 251K to 326K
- Change
- +11.7%
- October 2026
- 246,914
- November 2026 forecast
- 250,957
- Range
- 226K to 276K
- Change
- +1.6%
- October 2026
- 221,237
- November 2026 forecast
- 203,183
- Range
- 171K to 235K
- Change
- -8.2%
- October 2026
- 174,699
- November 2026 forecast
- 176,957
- Range
- 160K to 194K
- Change
- +1.3%
- October 2026
- 113,817
- November 2026 forecast
- 105,149
- Range
- 95.6K to 115K
- Change
- -7.6%
Source: DataForSEO.
Together the ten come to 26,822,476, inside the market forecast of 26,913,911 for every tracked site.
Miles explains
Pipedrive AI has the biggest expected rise (+12%). 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 crm”.
- 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.