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

AI radiology tool market forecast, November 2026

Miles FosterOwner and tester, RankDude

The forecast▼ Fallingthrough May 2027

November vs October
-2.9%
May 2027, six months out
-7.7%
Past forecasts in range
5 of 6

Each month I forecast Google visits to the AI radiology tool sites I track, then score myself when the real number lands. For November 2026 I expect about 34,687 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 radiology tool forecast: the key numbers for November 2026

025.0K50.0K75.0K100KForecastMeasuredNov 25Feb 26May 26Aug 26Nov 26Feb 27May 2734.7K22.4K to 43.6K
MeasuredForecastLikely range

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

  • The AI radiology tool sites RankDude tracks got 35,740 visits from Google search in October 2026.
  • The forecast for November 2026 is 34,687 visits, about the same as October 2026, likely between 27.7K and 41.7K.
  • That is down on November 2025, when the same sites had 53,219 visits.

1How accurate is this forecast?

In plain words: Tested on the last 6 months, it missed by 12.6% on average.

Tested on
the last 6 months, as if their numbers were unknown
Average miss
12.6%
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

  • May 2026
    Would have forecast
    62,948
    Range
    50.4K to 75.5K
    Actual
    57,497
    Miss
    -8.7%
    Result
    in range
  • June 2026
    Would have forecast
    58,315
    Range
    46.7K to 69.9K
    Actual
    45,961
    Miss
    -21.2%
    Result
    missed
  • July 2026
    Would have forecast
    47,728
    Range
    37.6K to 57.8K
    Actual
    43,467
    Miss
    -8.9%
    Result
    in range
  • August 2026
    Would have forecast
    41,814
    Range
    32.9K to 50.7K
    Actual
    36,753
    Miss
    -12.1%
    Result
    in range
  • September 2026
    Would have forecast
    44,888
    Range
    35.4K to 54.4K
    Actual
    35,880
    Miss
    -20.1%
    Result
    in range
  • October 2026
    Would have forecast
    34,166
    Range
    26.9K to 41.4K
    Actual
    35,740
    Miss
    +4.6%
    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 June 2026 (-21%), 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 (-34%), and the last three months were lower than the three before. Name searches are down (-23% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.

Visits, October 2026
35,740 (-0.4% on the month before, -34.4% on a year ago)
Last 3 months vs the 3 before
-26.2%
24-month peak
111,299 in June 2025
Name searches, US
-22.9% since October 2025
Google Trends, "ai radiology"
11/100 (-82.0% on a year ago)
12-month trend
-6.2% a month; the forecast carries part of the slope, fading

WorldChange in visits, month on month, worldwide

+90%+45%0%-45%-90%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: -26%.

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

November is usually a bigger month than average (9% above) for searches for “ai radiology”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

November index
109 (100 = an average month)
On the calendar
Black Friday and Cyber Monday and Thanksgiving (US)
Biggest months
January and May
Quietest months
June, August and December
Used in this forecast?
No: average miss 12.6% as chosen, 9.7% without the pattern, 13.3% always with it

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

76100120114Jan109Feb109Mar101Apr110May86Jun91Jul87Aug106Sep102Oct109Nov76Dec

Source: Google Trends, five years.

Miles explains

I tested the calendar against the last months and it made the forecast worse (13.3% average miss with it, 9.7% without), so I show it but leave it out.

4What to expect in November 2026

About 34.7K visits in November 2026, about the same as October 2026. The likely range is 27.7K to 41.7K.

Measure

  • Search visits, worldwide
    Last known
    35,740
    Forecast
    34,687
    Range
    27.7K to 41.7K
  • Search visits, US
    Last known
    8,382
    Forecast
    8,229
    Range
    7.6K to 8.9K
  • Brand-name searches a month, US (last known: September 2026)
    Last known
    9,770
    Forecast
    9,754
    Range
    8.3K to 11.2K
  • Searches for “ai radiology”, US (last known: September 2026)
    Last known
    590
    Forecast
    588
    Range
    355 to 822

Source: DataForSEO and Google Ads.

5What to expect over the next six months

By May 2027 the forecast expects about 33,005 visits a month, -8% on the 35,740 of October 2026, so the next six months look like a slide.

Month

  • December 2026
    Worldwide visits
    34,115
    Range
    26.6K to 41.7K
    US visits
    8,086
    Range
    7.4K to 8.8K
  • January 2027
    Worldwide visits
    33,715
    Range
    25.6K to 41.8K
    US visits
    7,986
    Range
    7.2K to 8.8K
  • February 2027
    Worldwide visits
    33,434
    Range
    24.7K to 42.2K
    US visits
    7,916
    Range
    7.1K to 8.7K
  • March 2027
    Worldwide visits
    33,238
    Range
    23.9K to 42.6K
    US visits
    7,867
    Range
    7.0K to 8.7K
  • April 2027
    Worldwide visits
    33,101
    Range
    23.1K to 43.1K
    US visits
    7,833
    Range
    6.9K to 8.8K
  • May 2027
    Worldwide visits
    33,005
    Range
    22.4K to 43.6K
    US visits
    7,809
    Range
    6.8K to 8.8K

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

The forecast expects Arterys (+4%), RapidAI (+7%), Aidoc (+7%), Lunit (+3%) and Brainomix (+3%) to rise, and Viz.ai (-8%) and Qure.ai (-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
    8,808
    November 2026 forecast
    9,148
    Range
    8.1K to 10.2K
    Change
    +3.9%
  • October 2026
    6,553
    November 2026 forecast
    7,029
    Range
    4.0K to 10.0K
    Change
    +7.3%
  • October 2026
    5,603
    November 2026 forecast
    5,989
    Range
    4.1K to 7.9K
    Change
    +6.9%
  • October 2026
    4,568
    November 2026 forecast
    4,554
    Range
    3.0K to 6.1K
    Change
    -0.3%
  • October 2026
    3,174
    November 2026 forecast
    3,276
    Range
    2.7K to 3.9K
    Change
    +3.2%
  • October 2026
    2,378
    November 2026 forecast
    2,179
    Range
    1.4K to 3.0K
    Change
    -8.4%
  • October 2026
    2,184
    November 2026 forecast
    2,010
    Range
    1.0K to 3.0K
    Change
    -8.0%
  • October 2026
    1,039
    November 2026 forecast
    1,052
    Range
    968 to 1.1K
    Change
    +1.3%
  • October 2026
    487
    November 2026 forecast
    485
    Range
    289 to 681
    Change
    -0.4%
  • October 2026
    479
    November 2026 forecast
    495
    Range
    360 to 630
    Change
    +3.3%

Source: DataForSEO.

RapidAI’s October 2026 figure (6,553) broke from its own series, so its forecast carries that level; the average of its earlier months would have called 3,397. The ten site forecasts add up to 36,217, more than the market forecast of 34,687 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: RapidAI and Qure.ai are forecast with the seasonal pattern for November 2026, which the market forecast does not use this month. Read the site figures one at a time, not as a sum.

Miles explains

RapidAI has the biggest expected rise (+7%). 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 radiology”.
  • 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.