AI tools for healthcare market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough May 2027
- November vs October
- -0.5%
- May 2027, six months out
- -0.5%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI tools for healthcare sites I track, then score myself when the real number lands. For November 2026 I expect about 99 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 tools for healthcare forecast: the key numbers for November 2026
- Expected in November99Mvisits-1% vs October
- Likely range91M–107Mvisits in November
- Expected in May 202799Mvisits-1% 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 tools for healthcare sites RankDude tracks got 99,159,355 visits from Google search in October 2026.
- The forecast for November 2026 is 98,698,933 visits, about the same as October 2026, likely between 91M and 107M.
- That is up on November 2025, when the same sites had 92,137,746 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 5.7% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 5.7%
- Inside the range
- 5 of 6 months
- Direction called right
- 3 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 | 108,789,395 | 100M to 118M | 109,847,586 | +1.0% | in range |
| June 2026 | 109,688,857 | 101M to 119M | 106,860,954 | -2.6% | in range |
| July 2026 | 107,285,139 | 99M to 116M | 94,328,665 | -12.1% | missed |
| August 2026 | 96,272,136 | 85M to 108M | 88,928,708 | -7.6% | in range |
| September 2026 | 90,030,222 | 79M to 101M | 97,159,229 | +7.9% | in range |
| October 2026 | 95,965,694 | 84M to 108M | 99,159,355 | +3.3% | in range |
Month
- May 2026
- Would have forecast
- 108,789,395
- Range
- 100M to 118M
- Actual
- 109,847,586
- Miss
- +1.0%
- Result
- in range
- June 2026
- Would have forecast
- 109,688,857
- Range
- 101M to 119M
- Actual
- 106,860,954
- Miss
- -2.6%
- Result
- in range
- July 2026
- Would have forecast
- 107,285,139
- Range
- 99M to 116M
- Actual
- 94,328,665
- Miss
- -12.1%
- Result
- missed
- August 2026
- Would have forecast
- 96,272,136
- Range
- 85M to 108M
- Actual
- 88,928,708
- Miss
- -7.6%
- Result
- in range
- September 2026
- Would have forecast
- 90,030,222
- Range
- 79M to 101M
- Actual
- 97,159,229
- Miss
- +7.9%
- Result
- in range
- October 2026
- Would have forecast
- 95,965,694
- Range
- 84M to 108M
- Actual
- 99,159,355
- Miss
- +3.3%
- 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 (-12%), 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 (+8%), and the last three months were lower than the three before. Name searches are down (-6% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 99,159,355 (+2.1% on the month before, +7.5% on a year ago)
- Last 3 months vs the 3 before
- -8.3%
- 24-month peak
- 118,601,734 in January 2025
- Name searches, US
- -6.0% since October 2025
- Google Trends, "ai tools for healthcare"
- 13/100 (-72.3% on a year ago)
- 12-month trend
- 0% 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: -8%.
3Is November usually a big month or a quiet one?
No seasonal pattern is used in this forecast: the five-year Google Trends series for "ai tools for healthcare" has too many empty months (34 of 61, the last in September 2024) to read a seasonal pattern from.
On the calendar, November brings Black Friday and Cyber Monday and Thanksgiving (US). Once the Google Trends series for the term can be read month by month, this section scores each month against an average month and tests whether that helps the forecast.
4What to expect in November 2026
About 99M visits in November 2026, about the same as October 2026. The likely range is 91M to 107M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 99,159,355 | 98,698,933 | 91M to 107M |
| Search visits, US | 32,862,164 | 32,961,303 | 29M to 37M |
| Brand-name searches a month, US (last known: September 2026) | 688,480 | 699,856 | 628K to 771K |
| Searches for “ai tools for healthcare”, US (last known: September 2026) | 140 | 150 | 86 to 214 |
Measure
- Search visits, worldwide
- Last known
- 99,159,355
- Forecast
- 98,698,933
- Range
- 91M to 107M
- Search visits, US
- Last known
- 32,862,164
- Forecast
- 32,961,303
- Range
- 29M to 37M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 688,480
- Forecast
- 699,856
- Range
- 628K to 771K
- Searches for “ai tools for healthcare”, US (last known: September 2026)
- Last known
- 140
- Forecast
- 150
- Range
- 86 to 214
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 98,698,933 visits a month, -1% on the 99,159,355 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 98,698,933 | 90M to 107M | 32,961,303 | 29M to 37M |
| January 2027 | 98,698,933 | 89M to 108M | 32,961,303 | 28M to 38M |
| February 2027 | 98,698,933 | 88M to 109M | 32,961,303 | 28M to 38M |
| March 2027 | 98,698,933 | 88M to 110M | 32,961,303 | 28M to 38M |
| April 2027 | 98,698,933 | 87M to 111M | 32,961,303 | 27M to 39M |
| May 2027 | 98,698,933 | 86M to 111M | 32,961,303 | 27M to 39M |
Month
- December 2026
- Worldwide visits
- 98,698,933
- Range
- 90M to 107M
- US visits
- 32,961,303
- Range
- 29M to 37M
- January 2027
- Worldwide visits
- 98,698,933
- Range
- 89M to 108M
- US visits
- 32,961,303
- Range
- 28M to 38M
- February 2027
- Worldwide visits
- 98,698,933
- Range
- 88M to 109M
- US visits
- 32,961,303
- Range
- 28M to 38M
- March 2027
- Worldwide visits
- 98,698,933
- Range
- 88M to 110M
- US visits
- 32,961,303
- Range
- 28M to 38M
- April 2027
- Worldwide visits
- 98,698,933
- Range
- 87M to 111M
- US visits
- 32,961,303
- Range
- 27M to 39M
- May 2027
- Worldwide visits
- 98,698,933
- Range
- 86M to 111M
- US visits
- 32,961,303
- Range
- 27M to 39M
6What the forecast expects for the ten most-visited sites
The forecast expects MyFitnessPal (+3%) to rise, and none to fall by more than 3%; 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 |
|---|---|---|---|---|
 Mayo Clinic Symptom Checker | 85,518,327 | 83,617,883 | 75M to 92M | -2.2% |
 Perchance AI Image Generator | 4,089,004 | 4,160,945 | 3.8M to 4.5M | +1.8% |
 Ubie | 3,021,609 | 3,053,106 | 1.2M to 4.9M | +1.0% |
 Eat This Much | 1,308,620 | 1,314,720 | 1.1M to 1.5M | +0.5% |
 MyFitnessPal | 581,341 | 599,710 | 519K to 680K | +3.2% |
 MyNetDiary | 509,897 | 508,938 | 432K to 586K | -0.2% |
 Doctronic | 419,539 | 429,236 | 339K to 519K | +2.3% |
 Ada Health | 415,016 | 412,219 | 379K to 445K | -0.7% |
 FitnessAI | 360,197 | 368,277 | 335K to 401K | +2.2% |
 Docus | 323,871 | 319,839 | 290K to 349K | -1.2% |
Site
- October 2026
- 85,518,327
- November 2026 forecast
- 83,617,883
- Range
- 75M to 92M
- Change
- -2.2%
- October 2026
- 4,089,004
- November 2026 forecast
- 4,160,945
- Range
- 3.8M to 4.5M
- Change
- +1.8%
- October 2026
- 3,021,609
- November 2026 forecast
- 3,053,106
- Range
- 1.2M to 4.9M
- Change
- +1.0%
- October 2026
- 1,308,620
- November 2026 forecast
- 1,314,720
- Range
- 1.1M to 1.5M
- Change
- +0.5%
- October 2026
- 581,341
- November 2026 forecast
- 599,710
- Range
- 519K to 680K
- Change
- +3.2%
- October 2026
- 509,897
- November 2026 forecast
- 508,938
- Range
- 432K to 586K
- Change
- -0.2%
- October 2026
- 419,539
- November 2026 forecast
- 429,236
- Range
- 339K to 519K
- Change
- +2.3%
- October 2026
- 415,016
- November 2026 forecast
- 412,219
- Range
- 379K to 445K
- Change
- -0.7%
- October 2026
- 360,197
- November 2026 forecast
- 368,277
- Range
- 335K to 401K
- Change
- +2.2%
- October 2026
- 323,871
- November 2026 forecast
- 319,839
- Range
- 290K to 349K
- Change
- -1.2%
Source: DataForSEO.
Together the ten come to 94,784,873, inside the market forecast of 98,698,933 for every tracked site.
Miles explains
MyFitnessPal has the biggest expected rise (+3%). 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 tools for healthcare”.
- 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.