AI dental tool market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough May 2027
- November vs October
- -2.4%
- May 2027, six months out
- -1.4%
- Past forecasts in range
- 4 of 6
Each month I forecast Google visits to the AI dental tool sites I track, then score myself when the real number lands. For November 2026 I expect about 291,319 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 dental tool forecast: the key numbers for November 2026
- Expected in November291Kvisits-2% vs October
- Likely range260K–322Kvisits in November
- Expected in May 2027294Kvisits-1% 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 dental tool sites RankDude tracks got 298,515 visits from Google search in October 2026.
- The forecast for November 2026 is 291,319 visits, about the same as October 2026, likely between 260K and 322K.
- That is up on November 2025, when the same sites had 198,267 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 8.5% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 8.5%
- 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 | Would have forecast | Range | Actual | Miss | Result |
|---|---|---|---|---|---|
| May 2026 | 304,865 | 277K to 332K | 275,770 | -9.5% | missed |
| June 2026 | 280,003 | 253K to 307K | 311,816 | +11.4% | missed |
| July 2026 | 312,445 | 277K to 348K | 289,798 | -7.2% | in range |
| August 2026 | 295,269 | 262K to 329K | 263,601 | -10.7% | in range |
| September 2026 | 268,351 | 238K to 299K | 282,683 | +5.3% | in range |
| October 2026 | 279,160 | 247K to 311K | 298,515 | +6.9% | in range |
Month
- May 2026
- Would have forecast
- 304,865
- Range
- 277K to 332K
- Actual
- 275,770
- Miss
- -9.5%
- Result
- missed
- June 2026
- Would have forecast
- 280,003
- Range
- 253K to 307K
- Actual
- 311,816
- Miss
- +11.4%
- Result
- missed
- July 2026
- Would have forecast
- 312,445
- Range
- 277K to 348K
- Actual
- 289,798
- Miss
- -7.2%
- Result
- in range
- August 2026
- Would have forecast
- 295,269
- Range
- 262K to 329K
- Actual
- 263,601
- Miss
- -10.7%
- Result
- in range
- September 2026
- Would have forecast
- 268,351
- Range
- 238K to 299K
- Actual
- 282,683
- Miss
- +5.3%
- Result
- in range
- October 2026
- Would have forecast
- 279,160
- Range
- 247K to 311K
- Actual
- 298,515
- Miss
- +6.9%
- 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 June 2026 (+11%), 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 (+39%), and the last three months were lower than the three before. Name searches are up (+14% since October 2025). Recent months are getting weaker; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 298,515 (+5.6% on the month before, +39.1% on a year ago)
- Last 3 months vs the 3 before
- -3.7%
- 24-month peak
- 311,816 in June 2026
- Name searches, US
- +14.0% since October 2025
- Google Trends, "ai dental"
- 11/100 (-80.0% on a year ago)
- 12-month trend
- +3.2% a month; the forecast carries part of the slope, fading
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: -4%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (2% above) for searches for “ai dental”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 102 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- May and August
- Quietest months
- June and July
- Used in this forecast?
- No: average miss 8.5% as chosen, 7.2% without the pattern, 28.1% 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 (28.1% average miss with it, 7.2% without), so I show it but leave it out.
4What to expect in November 2026
About 291K visits in November 2026, about the same as October 2026. The likely range is 260K to 322K.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 298,515 | 291,319 | 260K to 322K |
| Search visits, US | 142,004 | 140,944 | 126K to 156K |
| Brand-name searches a month, US (last known: September 2026) | 47,120 | 44,718 | 39.6K to 49.9K |
| Searches for “ai dental”, US (last known: September 2026) | 880 | 931 | 738 to 1.1K |
Measure
- Search visits, worldwide
- Last known
- 298,515
- Forecast
- 291,319
- Range
- 260K to 322K
- Search visits, US
- Last known
- 142,004
- Forecast
- 140,944
- Range
- 126K to 156K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 47,120
- Forecast
- 44,718
- Range
- 39.6K to 49.9K
- Searches for “ai dental”, US (last known: September 2026)
- Last known
- 880
- Forecast
- 931
- Range
- 738 to 1.1K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 294,385 visits a month, -1% on the 298,515 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 292,361 | 258K to 327K | 140,944 | 124K to 158K |
| January 2027 | 293,091 | 255K to 331K | 140,944 | 123K to 159K |
| February 2027 | 293,602 | 253K to 334K | 140,944 | 121K to 161K |
| March 2027 | 293,960 | 250K to 338K | 140,944 | 120K to 162K |
| April 2027 | 294,210 | 247K to 341K | 140,944 | 118K to 164K |
| May 2027 | 294,385 | 244K to 345K | 140,944 | 117K to 165K |
Month
- December 2026
- Worldwide visits
- 292,361
- Range
- 258K to 327K
- US visits
- 140,944
- Range
- 124K to 158K
- January 2027
- Worldwide visits
- 293,091
- Range
- 255K to 331K
- US visits
- 140,944
- Range
- 123K to 159K
- February 2027
- Worldwide visits
- 293,602
- Range
- 253K to 334K
- US visits
- 140,944
- Range
- 121K to 161K
- March 2027
- Worldwide visits
- 293,960
- Range
- 250K to 338K
- US visits
- 140,944
- Range
- 120K to 162K
- April 2027
- Worldwide visits
- 294,210
- Range
- 247K to 341K
- US visits
- 140,944
- Range
- 118K to 164K
- May 2027
- Worldwide visits
- 294,385
- Range
- 244K to 345K
- US visits
- 140,944
- Range
- 117K to 165K
6What the forecast expects for the ten most-visited sites
The forecast expects DentalMonitoring (+5%) 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 |
|---|---|---|---|---|
 Weave AI Receptionist | 204,592 | 203,320 | 187K to 220K | -0.6% |
 Overjet | 34,719 | 34,098 | 25.3K to 42.9K | -1.8% |
 Pearl Second Opinion | 25,998 | 26,414 | 21.1K to 31.7K | +1.6% |
 Adit | 10,795 | 10,695 | 9.2K to 12.2K | -0.9% |
 VideaHealth | 9,793 | 9,565 | 3.8K to 15.3K | -2.3% |
 scanO | 2,738 | 2,753 | 1.9K to 3.6K | +0.5% |
 DentalMonitoring | 2,498 | 2,611 | 2.4K to 2.8K | +4.5% |
 Diagnocat | 1,675 | 1,700 | 1.3K to 2.1K | +1.5% |
 Arini | 1,598 | 1,622 | 1.2K to 2.0K | +1.5% |
 Peerlogic | 995 | 994 | 822 to 1.2K | -0.1% |
Site
- October 2026
- 204,592
- November 2026 forecast
- 203,320
- Range
- 187K to 220K
- Change
- -0.6%
- October 2026
- 34,719
- November 2026 forecast
- 34,098
- Range
- 25.3K to 42.9K
- Change
- -1.8%
- October 2026
- 25,998
- November 2026 forecast
- 26,414
- Range
- 21.1K to 31.7K
- Change
- +1.6%
- October 2026
- 10,795
- November 2026 forecast
- 10,695
- Range
- 9.2K to 12.2K
- Change
- -0.9%
- October 2026
- 9,793
- November 2026 forecast
- 9,565
- Range
- 3.8K to 15.3K
- Change
- -2.3%
- October 2026
- 2,738
- November 2026 forecast
- 2,753
- Range
- 1.9K to 3.6K
- Change
- +0.5%
- October 2026
- 2,498
- November 2026 forecast
- 2,611
- Range
- 2.4K to 2.8K
- Change
- +4.5%
- October 2026
- 1,675
- November 2026 forecast
- 1,700
- Range
- 1.3K to 2.1K
- Change
- +1.5%
- October 2026
- 1,598
- November 2026 forecast
- 1,622
- Range
- 1.2K to 2.0K
- Change
- +1.5%
- October 2026
- 995
- November 2026 forecast
- 994
- Range
- 822 to 1.2K
- Change
- -0.1%
Source: DataForSEO.
The ten site forecasts add up to 293,772, more than the market forecast of 291,319 for every tracked site. Each site is forecast from its own months, with the weighting that suited that site best, and the market from the total, so the two need not add up. Read the site figures one at a time, not as a sum.
Miles explains
DentalMonitoring has the biggest expected rise (+5%). 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 dental”.
- 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.