AI garden design tool market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast■ Flatthrough May 2027
- November vs October
- +0.4%
- May 2027, six months out
- +0.4%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI garden design tool sites I track, then score myself when the real number lands. For November 2026 I expect about 161,400 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 garden design tool forecast: the key numbers for November 2026
- Expected in November161Kvisits+0.4% vs October
- Likely range146K–177Kvisits in November
- Expected in May 2027161Kvisits+0.4% 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 garden design tool sites RankDude tracks got 160,714 visits from Google search in October 2026.
- The forecast for November 2026 is 161,400 visits, about the same as October 2026, likely between 146K and 177K.
- That is about level with November 2025, when the same sites had 164,018 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 8.6% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 8.6%
- Inside the range
- 5 of 6 months
- Direction called right
- 4 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 | 177,610 | 152K to 203K | 140,555 | -20.9% | missed |
| June 2026 | 164,625 | 134K to 196K | 150,768 | -8.4% | in range |
| July 2026 | 150,108 | 122K to 178K | 144,464 | -3.8% | in range |
| August 2026 | 146,157 | 119K to 174K | 160,296 | +9.7% | in range |
| September 2026 | 156,054 | 127K to 185K | 165,976 | +6.4% | in range |
| October 2026 | 164,785 | 134K to 196K | 160,714 | -2.5% | in range |
Month
- May 2026
- Would have forecast
- 177,610
- Range
- 152K to 203K
- Actual
- 140,555
- Miss
- -20.9%
- Result
- missed
- June 2026
- Would have forecast
- 164,625
- Range
- 134K to 196K
- Actual
- 150,768
- Miss
- -8.4%
- Result
- in range
- July 2026
- Would have forecast
- 150,108
- Range
- 122K to 178K
- Actual
- 144,464
- Miss
- -3.8%
- Result
- in range
- August 2026
- Would have forecast
- 146,157
- Range
- 119K to 174K
- Actual
- 160,296
- Miss
- +9.7%
- Result
- in range
- September 2026
- Would have forecast
- 156,054
- Range
- 127K to 185K
- Actual
- 165,976
- Miss
- +6.4%
- Result
- in range
- October 2026
- Would have forecast
- 164,785
- Range
- 134K to 196K
- Actual
- 160,714
- Miss
- -2.5%
- 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 May 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 (-5%), and the last three months were higher than the three before. Name searches are down (-48% since October 2025). Recent months are getting stronger; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 160,714 (-3.2% on the month before, -4.6% on a year ago)
- Last 3 months vs the 3 before
- +11.7%
- 24-month peak
- 206,217 in May 2025
- Name searches, US
- -48.0% since October 2025
- Google Trends, "ai garden design"
- 9/100 (-73.5% on a year ago)
- 12-month trend
- -1.6% 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: +12%.
3Is November usually a big month or a quiet one?
November is usually a quieter month than average (33% below) for searches for “ai garden design”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 67 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- March, April, May, June, August and September
- Quietest months
- January, February, October, November and December
- Used in this forecast?
- No: average miss 8.6% as chosen, 8.6% without the pattern, 28.2% 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 (28.2% average miss with it, 8.6% without), so I show it but leave it out.
4What to expect in November 2026
About 161K visits in November 2026, about the same as October 2026. The likely range is 146K to 177K.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 160,714 | 161,400 | 146K to 177K |
| Search visits, US | 41,910 | 42,586 | 31.6K to 53.6K |
| Brand-name searches a month, US (last known: September 2026) | 4,070 | 2,627 | 1.7K to 3.5K |
| Searches for “ai garden design”, US (last known: September 2026) | 590 | 594 | 413 to 775 |
Measure
- Search visits, worldwide
- Last known
- 160,714
- Forecast
- 161,400
- Range
- 146K to 177K
- Search visits, US
- Last known
- 41,910
- Forecast
- 42,586
- Range
- 31.6K to 53.6K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 4,070
- Forecast
- 2,627
- Range
- 1.7K to 3.5K
- Searches for “ai garden design”, US (last known: September 2026)
- Last known
- 590
- Forecast
- 594
- Range
- 413 to 775
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 161,400 visits a month, +0.4% on the 160,714 of October 2026, so the next six months look flat.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 161,400 | 144K to 179K | 42,586 | 30.5K to 54.7K |
| January 2027 | 161,400 | 143K to 180K | 42,586 | 29.4K to 55.8K |
| February 2027 | 161,400 | 141K to 182K | 42,586 | 28.3K to 56.9K |
| March 2027 | 161,400 | 139K to 183K | 42,586 | 27.2K to 58.0K |
| April 2027 | 161,400 | 138K to 185K | 42,586 | 26.1K to 59.1K |
| May 2027 | 161,400 | 136K to 186K | 42,586 | 25.0K to 60.2K |
Month
- December 2026
- Worldwide visits
- 161,400
- Range
- 144K to 179K
- US visits
- 42,586
- Range
- 30.5K to 54.7K
- January 2027
- Worldwide visits
- 161,400
- Range
- 143K to 180K
- US visits
- 42,586
- Range
- 29.4K to 55.8K
- February 2027
- Worldwide visits
- 161,400
- Range
- 141K to 182K
- US visits
- 42,586
- Range
- 28.3K to 56.9K
- March 2027
- Worldwide visits
- 161,400
- Range
- 139K to 183K
- US visits
- 42,586
- Range
- 27.2K to 58.0K
- April 2027
- Worldwide visits
- 161,400
- Range
- 138K to 185K
- US visits
- 42,586
- Range
- 26.1K to 59.1K
- May 2027
- Worldwide visits
- 161,400
- Range
- 136K to 186K
- US visits
- 42,586
- Range
- 25.0K to 60.2K
6What the forecast expects for the ten most-visited sites
The forecast expects Ideal House (+5%), DreamYard.ai (+3%) and LandscapioAI (+8%) to rise, and HomeDesigns AI (-20%), Neighborbrite (-8%), ReimagineHome (-6%), Paintit.ai (-10%), Yard AI (-49%) and DreamZar (-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 | November 2026 forecast | Range | Change |
|---|---|---|---|---|
| 125,099 | 131,473 | 83.0K to 180K | +5.1% | |
| 10,218 | 8,183 | 4.5K to 11.9K | -19.9% | |
| 9,149 | 8,392 | 6.0K to 10.8K | -8.3% | |
| 8,762 | 8,210 | 6.6K to 9.8K | -6.3% | |
| 2,653 | 2,381 | 1.7K to 3.1K | -10.3% | |
| 2,568 | 2,647 | 1.1K to 4.2K | +3.1% | |
| 1,116 | 1,203 | 481 to 1.9K | +7.8% | |
| 448 | 458 | 261 to 655 | +2.2% | |
| 233 | 118 | 47 to 189 | -49.4% | |
| 198 | 183 | 161 to 205 | -7.6% |
Site
- October 2026
- 125,099
- November 2026 forecast
- 131,473
- Range
- 83.0K to 180K
- Change
- +5.1%
- October 2026
- 10,218
- November 2026 forecast
- 8,183
- Range
- 4.5K to 11.9K
- Change
- -19.9%
- October 2026
- 9,149
- November 2026 forecast
- 8,392
- Range
- 6.0K to 10.8K
- Change
- -8.3%
- October 2026
- 8,762
- November 2026 forecast
- 8,210
- Range
- 6.6K to 9.8K
- Change
- -6.3%
- October 2026
- 2,653
- November 2026 forecast
- 2,381
- Range
- 1.7K to 3.1K
- Change
- -10.3%
- October 2026
- 2,568
- November 2026 forecast
- 2,647
- Range
- 1.1K to 4.2K
- Change
- +3.1%
- October 2026
- 1,116
- November 2026 forecast
- 1,203
- Range
- 481 to 1.9K
- Change
- +7.8%
- October 2026
- 448
- November 2026 forecast
- 458
- Range
- 261 to 655
- Change
- +2.2%
- October 2026
- 233
- November 2026 forecast
- 118
- Range
- 47 to 189
- Change
- -49.4%
- October 2026
- 198
- November 2026 forecast
- 183
- Range
- 161 to 205
- Change
- -7.6%
Source: DataForSEO.
The ten site forecasts add up to 163,248, more than the market forecast of 161,400 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
LandscapioAI has the biggest expected rise (+8%). 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 garden design”.
- 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.
