RankDude
Updated 11/02/2026 · next update 12/01/2026

AI beat maker market forecast, November 2026

Miles FosterOwner and tester, RankDude

The forecast■ Flatthrough May 2027

November vs October
+2.8%
May 2027, six months out
+2.8%
Past forecasts in range
4 of 6

Each month I forecast Google visits to the AI beat maker sites I track, then score myself when the real number lands. For November 2026 I expect about 682,778 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 beat maker forecast: the key numbers for November 2026

0500K1.0M1.5M2.0MForecastMeasuredNov 25Feb 26May 26Aug 26Nov 26Feb 27May 27683K493K to 873K
MeasuredForecastLikely range

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

  • The AI beat maker sites RankDude tracks got 664,068 visits from Google search in October 2026.
  • The forecast for November 2026 is 682,778 visits, about the same as October 2026, likely between 564K and 802K.
  • That is up on November 2025, when the same sites had 479,043 visits.

1How accurate is this forecast?

In plain words: Tested on the last 6 months, it missed by 12% on average.

Tested on
the last 6 months, as if their numbers were unknown
Average miss
12%
Inside the range
4 of 6 months
Direction called right
1 of 6 months
Next month
this section scores the real forecast

The backtest, month by month

Month

  • May 2026
    Would have forecast
    765,006
    Range
    591K to 939K
    Actual
    876,993
    Miss
    +14.6%
    Result
    in range
  • June 2026
    Would have forecast
    893,410
    Range
    691K to 1.1M
    Actual
    1,003,979
    Miss
    +12.4%
    Result
    in range
  • July 2026
    Would have forecast
    1,019,956
    Range
    788K to 1.3M
    Actual
    995,100
    Miss
    -2.4%
    Result
    in range
  • August 2026
    Would have forecast
    1,017,186
    Range
    869K to 1.2M
    Actual
    949,023
    Miss
    -6.7%
    Result
    in range
  • September 2026
    Would have forecast
    959,932
    Range
    841K to 1.1M
    Actual
    793,065
    Miss
    -17.4%
    Result
    missed
  • October 2026
    Would have forecast
    818,097
    Range
    699K to 938K
    Actual
    664,068
    Miss
    -18.8%
    Result
    missed

Each row uses only data from before that month.

Miles explains

4 of 6 in range is honest, not perfect. The biggest miss was October 2026 (-19%), 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 (+47%), and the last three months were lower than the three before. Name searches are down (-4% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.

Visits, October 2026
664,068 (-16.3% on the month before, +46.7% on a year ago)
Last 3 months vs the 3 before
-16.3%
24-month peak
1,003,979 in June 2026
Name searches, US
-3.7% since October 2025
Google Trends, "ai beat maker"
23/100 (-45.2% on a year ago)
12-month trend
+3.8% a month; the forecast carries the level of recent months, not the slope

WorldChange in visits, month on month, worldwide

+30%+15%0%-15%-30%May 25Aug 25Nov 25Feb 26May 26Aug 26Oct 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: -16%.

3Is November usually a big month or a quiet one?

November is usually a bigger month than average (6% above) for searches for “ai beat maker”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

November index
106 (100 = an average month)
On the calendar
Black Friday and Cyber Monday and Thanksgiving (US)
Biggest months
April and August
Quietest months
June, July and September
Used in this forecast?
No: average miss 12% as chosen, 10.4% without the pattern, 25.1% always with it

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

7710013295Jan106Feb107Mar111Apr101May88Jun85Jul132Aug77Sep95Oct106Nov98Dec

Source: Google Trends, five years.

Miles explains

I tested the calendar against the last months and it made the forecast worse (25.1% average miss with it, 10.4% without), so I show it but leave it out.

4What to expect in November 2026

About 683K visits in November 2026, about the same as October 2026. The likely range is 564K to 802K.

Measure

  • Search visits, worldwide
    Last known
    664,068
    Forecast
    682,778
    Range
    564K to 802K
  • Search visits, US
    Last known
    109,419
    Forecast
    110,724
    Range
    94.8K to 127K
  • Brand-name searches a month, US (last known: September 2026)
    Last known
    100,600
    Forecast
    98,981
    Range
    84.6K to 113K
  • Searches for “ai beat maker”, US (last known: September 2026)
    Last known
    1,900
    Forecast
    1,758
    Range
    1.4K to 2.1K

Source: DataForSEO and Google Ads.

5What to expect over the next six months

By May 2027 the forecast expects about 682,778 visits a month, +3% on the 664,068 of October 2026, so the next six months look flat.

Month

  • December 2026
    Worldwide visits
    682,778
    Range
    552K to 813K
    US visits
    110,724
    Range
    93.2K to 128K
  • January 2027
    Worldwide visits
    682,778
    Range
    540K to 825K
    US visits
    110,724
    Range
    91.6K to 130K
  • February 2027
    Worldwide visits
    682,778
    Range
    528K to 837K
    US visits
    110,724
    Range
    90.0K to 131K
  • March 2027
    Worldwide visits
    682,778
    Range
    516K to 849K
    US visits
    110,724
    Range
    88.4K to 133K
  • April 2027
    Worldwide visits
    682,778
    Range
    505K to 861K
    US visits
    110,724
    Range
    86.8K to 135K
  • May 2027
    Worldwide visits
    682,778
    Range
    493K to 873K
    US visits
    110,724
    Range
    85.2K to 136K

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

The forecast expects AIMakeSong (+10%), OpenMusic AI (+6%), Brev AI (+3%), Somio AI (+4%), Loudly (+5%), MusicAI (+13%) and Mubert (+7%) to rise, and SOUNDRAW (-6%) 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
    179,692
    November 2026 forecast
    183,522
    Range
    159K to 208K
    Change
    +2.1%
  • October 2026
    129,665
    November 2026 forecast
    142,296
    Range
    84.5K to 200K
    Change
    +9.7%
  • October 2026
    59,838
    November 2026 forecast
    63,568
    Range
    32.2K to 94.9K
    Change
    +6.2%
  • October 2026
    47,988
    November 2026 forecast
    45,047
    Range
    31.5K to 58.6K
    Change
    -6.1%
  • October 2026
    42,708
    November 2026 forecast
    44,064
    Range
    36.4K to 51.8K
    Change
    +3.2%
  • October 2026
    37,881
    November 2026 forecast
    39,391
    Range
    15.8K to 63.0K
    Change
    +4.0%
  • October 2026
    35,077
    November 2026 forecast
    36,773
    Range
    26.3K to 47.3K
    Change
    +4.8%
  • October 2026
    28,987
    November 2026 forecast
    32,740
    Range
    13.1K to 52.4K
    Change
    +12.9%
  • October 2026
    26,986
    November 2026 forecast
    28,976
    Range
    25.5K to 32.5K
    Change
    +7.4%
  • October 2026
    19,893
    November 2026 forecast
    19,807
    Range
    17.0K to 22.6K
    Change
    -0.4%

Source: DataForSEO.

Together the ten come to 636,184, inside the market forecast of 682,778 for every tracked site.

Miles explains

MusicAI has the biggest expected rise (+13%). 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 beat maker”.
  • 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.