RankDude
Updated 10/15/2026 · next update 11/01/2026

AI marketing automation market forecast, October 2026

Miles FosterOwner and tester, RankDude

The forecast▲ Risingthrough April 2027

October vs September
+0.9%
April 2027, six months out
+3.5%
Past forecasts in range
4 of 6

Each month I forecast Google visits to the AI marketing automation sites I track, then score myself when the real number lands. For October 2026 I expect about 5.9 million visits, about the same as 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 marketing automation forecast: the key numbers for October 2026

02.5M5.0M7.5M10MForecastMeasuredOct 25Jan 26Apr 26Jul 26Oct 26Jan 27Apr 275.9M3.8M to 8.2M
MeasuredForecastLikely range

Visits from Google search to the tracked sites, a month. Hover or tap the chart for each month.

  • The AI marketing automation sites RankDude tracks got 5,818,784 visits from Google search in September 2026.
  • The forecast for October 2026 is 5,870,242 visits, about the same as September 2026, likely between 4.5M and 7.2M.
  • That is up on October 2025, when the same sites had 4,922,443 visits.

1How accurate is this forecast?

In plain words: Tested on the last 6 months, it missed by 15.6% on average.

Tested on
the last 6 months, as if their numbers were unknown
Average miss
15.6%
Inside the range
4 of 6 months
Direction called right
2 of 6 months
Next month
this section scores the real forecast

The backtest, month by month

Month

  • April 2026
    Would have forecast
    4,221,940
    Range
    3.9M to 4.6M
    Actual
    4,014,537
    Miss
    -4.9%
    Result
    in range
  • May 2026
    Would have forecast
    4,084,040
    Range
    3.7M to 4.4M
    Actual
    3,854,323
    Miss
    -5.6%
    Result
    in range
  • June 2026
    Would have forecast
    3,830,410
    Range
    3.5M to 4.2M
    Actual
    4,707,362
    Miss
    +22.9%
    Result
    missed
  • July 2026
    Would have forecast
    4,707,362
    Range
    4.3M to 5.1M
    Actual
    4,426,028
    Miss
    -6.0%
    Result
    in range
  • August 2026
    Would have forecast
    4,386,335
    Range
    4.0M to 4.8M
    Actual
    5,928,528
    Miss
    +35.2%
    Result
    missed
  • September 2026
    Would have forecast
    4,888,437
    Range
    3.8M to 6.0M
    Actual
    5,818,784
    Miss
    +19.0%
    Result
    in range

Each row uses only data from before that month.

Miles explains

4 of 6 in range is honest, not perfect. The biggest miss was August 2026 (+35%), 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 (+34%), and the last three months were higher than the three before. Name searches are down (-16% since October 2025). Recent months are getting stronger; the forecast expects October 2026 to be about the same as September 2026.

Visits, September 2026
5,818,784 (-1.9% on the month before, +33.9% on a year ago)
Last 3 months vs the 3 before
+28.6%
24-month peak
11,405,868 in October 2024
Name searches, US
-15.6% since October 2025
Google Trends, "ai marketing automation"
46/100 (+2.2% on a year ago)
12-month trend
+2.3% a month; the forecast carries part of the slope, fading

WorldChange in visits, month on month, worldwide

+40%+20%0%-20%-40%Apr 25Jul 25Oct 25Jan 26Apr 26Jul 26Sep 26

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 October usually a big month or a quiet one?

October is usually a bigger month than average (21% above) for searches for “ai marketing automation”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

October index
121 (100 = an average month)
On the calendar
the start of the fourth quarter and next year's budget planning
Biggest months
March, June and October
Quietest months
January, April, May and December
Used in this forecast?
No: average miss 15.6% as chosen, 15.6% without the pattern, 22% always with it

WorldHow busy each month usually is, worldwide (100 = average)

7610013276Jan107Feb132Mar76Apr76May114Jun107Jul100Aug95Sep121Oct110Nov86Dec

Source: Google Trends, five years.

Miles explains

I tested the calendar against the last months and it made the forecast worse (22% average miss with it, 15.6% without), so I show it but leave it out.

4What to expect in October 2026

About 5.9M visits in October 2026, about the same as September 2026. The likely range is 4.5M to 7.2M.

Measure

  • Search visits, worldwide
    Last known
    5,818,784
    Forecast
    5,870,242
    Range
    4.5M to 7.2M
  • Search visits, US
    Last known
    953,600
    Forecast
    927,099
    Range
    809K to 1.0M
  • Brand-name searches a month, US (last known: September 2026)
    Last known
    799,160
    Forecast
    774,215
    Range
    712K to 836K
  • Searches for “ai marketing automation”, US (last known: September 2026)
    Last known
    390
    Forecast
    439
    Range
    186 to 692

Source: DataForSEO and Google Ads.

5What to expect over the next six months

By April 2027 the forecast expects about 6,022,498 visits a month, +4% on the 5,818,784 of September 2026, so the next six months look about flat, ending 4% higher by April 2027.

Month

  • November 2026
    Worldwide visits
    5,922,009
    Range
    4.4M to 7.4M
    US visits
    927,099
    Range
    798K to 1.1M
  • December 2026
    Worldwide visits
    5,958,246
    Range
    4.3M to 7.6M
    US visits
    927,099
    Range
    786K to 1.1M
  • January 2027
    Worldwide visits
    5,983,612
    Range
    4.2M to 7.8M
    US visits
    927,099
    Range
    774K to 1.1M
  • February 2027
    Worldwide visits
    6,001,369
    Range
    4.1M to 7.9M
    US visits
    927,099
    Range
    762K to 1.1M
  • March 2027
    Worldwide visits
    6,013,798
    Range
    3.9M to 8.1M
    US visits
    927,099
    Range
    750K to 1.1M
  • April 2027
    Worldwide visits
    6,022,498
    Range
    3.8M to 8.2M
    US visits
    927,099
    Range
    739K to 1.1M

6What the forecast expects for the ten most-visited sites

The forecast expects Brevo (+32%), Braze (+5%) and MoEngage (+9%) to rise, and Klaviyo (-6%) and GetResponse (-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

  • Brevo
    September 2026
    3,040,826
    October 2026 forecast
    4,014,993
    Range
    1.9M to 6.1M
    Change
    +32.0%
  • Mailchimp
    September 2026
    1,569,217
    October 2026 forecast
    1,555,507
    Range
    1.4M to 1.7M
    Change
    -0.9%
  • Constant Contact
    September 2026
    577,898
    October 2026 forecast
    576,250
    Range
    452K to 701K
    Change
    -0.3%
  • Klaviyo
    September 2026
    193,609
    October 2026 forecast
    181,752
    Range
    166K to 198K
    Change
    -6.1%
  • ActiveCampaign
    September 2026
    103,468
    October 2026 forecast
    101,519
    Range
    93.4K to 110K
    Change
    -1.9%
  • GetResponse
    September 2026
    85,221
    October 2026 forecast
    82,487
    Range
    56.8K to 108K
    Change
    -3.2%
  • Insider One
    September 2026
    38,873
    October 2026 forecast
    40,002
    Range
    29.0K to 51.0K
    Change
    +2.9%
  • Braze
    September 2026
    37,925
    October 2026 forecast
    39,635
    Range
    31.1K to 48.2K
    Change
    +4.5%
  • Omnisend
    September 2026
    36,004
    October 2026 forecast
    35,138
    Range
    26.7K to 43.5K
    Change
    -2.4%
  • MoEngage
    September 2026
    26,261
    October 2026 forecast
    28,512
    Range
    23.0K to 34.0K
    Change
    +8.6%

Source: DataForSEO.

The ten site forecasts add up to 6,655,795, more than the market forecast of 5,870,242 for every tracked site. Each site is forecast from its own months, with the weighting and the seasonal pattern that suited that site best, and the market from the total, so the two need not add up: Brevo is forecast with the seasonal pattern for October 2026, which the market forecast does not use this month. Read the site figures one at a time, not as a sum.

Miles explains

Brevo has the biggest expected rise (+32%). 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 marketing 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.