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
- Expected in November683Kvisits+3% vs October
- Likely range564K–802Kvisits in November
- Expected in May 2027683Kvisits+3% 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 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 | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 765,006 | 591K to 939K | 876,993 | +14.6% | in range |
| June 2026 | 893,410 | 691K to 1.1M | 1,003,979 | +12.4% | in range |
| July 2026 | 1,019,956 | 788K to 1.3M | 995,100 | -2.4% | in range |
| August 2026 | 1,017,186 | 869K to 1.2M | 949,023 | -6.7% | in range |
| September 2026 | 959,932 | 841K to 1.1M | 793,065 | -17.4% | missed |
| October 2026 | 818,097 | 699K to 938K | 664,068 | -18.8% | missed |
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
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)
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 | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 664,068 | 682,778 | 564K to 802K |
| Search visits, US | 109,419 | 110,724 | 94.8K to 127K |
| Brand-name searches a month, US (last known: September 2026) | 100,600 | 98,981 | 84.6K to 113K |
| Searches for “ai beat maker”, US (last known: September 2026) | 1,900 | 1,758 | 1.4K to 2.1K |
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 | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 682,778 | 552K to 813K | 110,724 | 93.2K to 128K |
| January 2027 | 682,778 | 540K to 825K | 110,724 | 91.6K to 130K |
| February 2027 | 682,778 | 528K to 837K | 110,724 | 90.0K to 131K |
| March 2027 | 682,778 | 516K to 849K | 110,724 | 88.4K to 133K |
| April 2027 | 682,778 | 505K to 861K | 110,724 | 86.8K to 135K |
| May 2027 | 682,778 | 493K to 873K | 110,724 | 85.2K to 136K |
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 | November 2026 forecast | Range | Change |
|---|---|---|---|---|
| 179,692 | 183,522 | 159K to 208K | +2.1% | |
| 129,665 | 142,296 | 84.5K to 200K | +9.7% | |
| 59,838 | 63,568 | 32.2K to 94.9K | +6.2% | |
| 47,988 | 45,047 | 31.5K to 58.6K | -6.1% | |
| 42,708 | 44,064 | 36.4K to 51.8K | +3.2% | |
| 37,881 | 39,391 | 15.8K to 63.0K | +4.0% | |
| 35,077 | 36,773 | 26.3K to 47.3K | +4.8% | |
| 28,987 | 32,740 | 13.1K to 52.4K | +12.9% | |
| 26,986 | 28,976 | 25.5K to 32.5K | +7.4% | |
| 19,893 | 19,807 | 17.0K to 22.6K | -0.4% |
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.
