AI tools for marketing market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast▲ Risingthrough May 2027
- November vs October
- +1.8%
- May 2027, six months out
- +5.1%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI tools for marketing sites I track, then score myself when the real number lands. For November 2026 I expect about 1.5 billion 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 marketing forecast: the key numbers for November 2026
- Expected in November1526Mvisits+2% vs October
- Likely range1.4B–1.6Bvisits in November
- Expected in May 20271574Mvisits+5% 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 marketing sites RankDude tracks got 1,497,897,562 visits from Google search in October 2026.
- The forecast for November 2026 is 1,525,605,088 visits, about the same as October 2026, likely between 1.4B and 1.6B.
- That is up on November 2025, when the same sites had 963,168,084 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 6.6% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 6.6%
- 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 | 1,116,157,386 | 1027M to 1205M | 1,152,457,186 | +3.3% | in range |
| June 2026 | 1,159,645,984 | 1067M to 1252M | 1,181,917,159 | +1.9% | in range |
| July 2026 | 1,191,396,933 | 1096M to 1287M | 1,130,346,080 | -5.1% | in range |
| August 2026 | 1,156,090,934 | 1064M to 1249M | 1,483,034,287 | +28.3% | missed |
| September 2026 | 1,483,034,287 | 1364M to 1602M | 1,482,887,092 | 0% | in range |
| October 2026 | 1,515,459,860 | 1365M to 1665M | 1,497,897,562 | -1.2% | in range |
Month
- May 2026
- Would have forecast
- 1,116,157,386
- Range
- 1027M to 1205M
- Actual
- 1,152,457,186
- Miss
- +3.3%
- Result
- in range
- June 2026
- Would have forecast
- 1,159,645,984
- Range
- 1067M to 1252M
- Actual
- 1,181,917,159
- Miss
- +1.9%
- Result
- in range
- July 2026
- Would have forecast
- 1,191,396,933
- Range
- 1096M to 1287M
- Actual
- 1,130,346,080
- Miss
- -5.1%
- Result
- in range
- August 2026
- Would have forecast
- 1,156,090,934
- Range
- 1064M to 1249M
- Actual
- 1,483,034,287
- Miss
- +28.3%
- Result
- missed
- September 2026
- Would have forecast
- 1,483,034,287
- Range
- 1364M to 1602M
- Actual
- 1,482,887,092
- Miss
- 0%
- Result
- in range
- October 2026
- Would have forecast
- 1,515,459,860
- Range
- 1365M to 1665M
- Actual
- 1,497,897,562
- Miss
- -1.2%
- 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 August 2026 (+28%), 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 (+68%), and the last three months were higher than the three before. Name searches are up (+4% since October 2025). Recent months are getting stronger; the forecast expects November 2026 to be about the same as October 2026.
- Visits, October 2026
- 1,497,897,562 (+1.0% on the month before, +68.3% on a year ago)
- Last 3 months vs the 3 before
- +28.8%
- 24-month peak
- 1,497,897,562 in October 2026
- Name searches, US
- +3.8% since October 2025
- Google Trends, "ai tools for marketing"
- 24/100 (-48.9% on a year ago)
- 12-month trend
- +4.0% 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: +29%.
3Is November usually a big month or a quiet one?
November is usually an average month for searches for “ai tools for marketing”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 100 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- April and August
- Quietest months
- January, May, September, October and December
- Used in this forecast?
- No: average miss 6.6% as chosen, 6.6% without the pattern, 35.4% 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 (35.4% average miss with it, 6.6% without), so I show it but leave it out.
4What to expect in November 2026
About 1.5B visits in November 2026, about the same as October 2026. The likely range is 1.4B to 1.6B.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 1,497,897,562 | 1,525,605,088 | 1404M to 1648M |
| Search visits, US | 145,020,410 | 148,578,559 | 133M to 164M |
| Brand-name searches a month, US (last known: September 2026) | 171,164,330 | 169,038,340 | 124M to 214M |
| Searches for “ai tools for marketing”, US (last known: September 2026) | 2,400 | 2,245 | 1.7K to 2.8K |
Measure
- Search visits, worldwide
- Last known
- 1,497,897,562
- Forecast
- 1,525,605,088
- Range
- 1404M to 1648M
- Search visits, US
- Last known
- 145,020,410
- Forecast
- 148,578,559
- Range
- 133M to 164M
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 171,164,330
- Forecast
- 169,038,340
- Range
- 124M to 214M
- Searches for “ai tools for marketing”, US (last known: September 2026)
- Last known
- 2,400
- Forecast
- 2,245
- Range
- 1.7K to 2.8K
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 1,574,321,709 visits a month, +5% on the 1,497,897,562 of October 2026, so the next six months look like growth.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 1,542,168,775 | 1406M to 1678M | 150,635,707 | 134M to 168M |
| January 2027 | 1,553,763,357 | 1405M to 1703M | 152,075,711 | 133M to 171M |
| February 2027 | 1,561,879,564 | 1399M to 1724M | 153,083,713 | 133M to 174M |
| March 2027 | 1,567,560,908 | 1392M to 1743M | 153,789,315 | 132M to 176M |
| April 2027 | 1,571,537,850 | 1383M to 1760M | 154,283,236 | 130M to 178M |
| May 2027 | 1,574,321,709 | 1373M to 1776M | 154,628,981 | 129M to 180M |
Month
- December 2026
- Worldwide visits
- 1,542,168,775
- Range
- 1406M to 1678M
- US visits
- 150,635,707
- Range
- 134M to 168M
- January 2027
- Worldwide visits
- 1,553,763,357
- Range
- 1405M to 1703M
- US visits
- 152,075,711
- Range
- 133M to 171M
- February 2027
- Worldwide visits
- 1,561,879,564
- Range
- 1399M to 1724M
- US visits
- 153,083,713
- Range
- 133M to 174M
- March 2027
- Worldwide visits
- 1,567,560,908
- Range
- 1392M to 1743M
- US visits
- 153,789,315
- Range
- 132M to 176M
- April 2027
- Worldwide visits
- 1,571,537,850
- Range
- 1383M to 1760M
- US visits
- 154,283,236
- Range
- 130M to 178M
- May 2027
- Worldwide visits
- 1,574,321,709
- Range
- 1373M to 1776M
- US visits
- 154,628,981
- Range
- 129M to 180M
6What the forecast expects for the ten most-visited sites
The forecast expects ChatGPT (+4%) and Design.com (+5%) to rise, and Shopify (-7%) and PosterMyWall (-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 |
|---|---|---|---|---|
 ChatGPT | 918,686,520 | 955,024,926 | 879M to 1031M | +4.0% |
 Adobe | 250,960,787 | 252,711,700 | 229M to 277M | +0.7% |
 Canva | 221,411,904 | 219,636,353 | 202M to 237M | -0.8% |
 Claude | 28,705,332 | 29,345,125 | 14M to 44M | +2.2% |
 Grammarly | 21,845,704 | 21,514,591 | 19M to 24M | -1.5% |
 Picsart | 18,802,910 | 18,979,984 | 17M to 20M | +0.9% |
 Shopify | 6,827,436 | 6,357,645 | 5.5M to 7.2M | -6.9% |
 Pixlr | 4,287,532 | 4,316,200 | 3.7M to 4.9M | +0.7% |
 PosterMyWall | 2,350,776 | 2,212,931 | 1.8M to 2.6M | -5.9% |
 Design.com | 2,199,394 | 2,306,249 | 2.0M to 2.7M | +4.9% |
Site
- October 2026
- 918,686,520
- November 2026 forecast
- 955,024,926
- Range
- 879M to 1031M
- Change
- +4.0%
- October 2026
- 250,960,787
- November 2026 forecast
- 252,711,700
- Range
- 229M to 277M
- Change
- +0.7%
- October 2026
- 221,411,904
- November 2026 forecast
- 219,636,353
- Range
- 202M to 237M
- Change
- -0.8%
- October 2026
- 28,705,332
- November 2026 forecast
- 29,345,125
- Range
- 14M to 44M
- Change
- +2.2%
- October 2026
- 21,845,704
- November 2026 forecast
- 21,514,591
- Range
- 19M to 24M
- Change
- -1.5%
- October 2026
- 18,802,910
- November 2026 forecast
- 18,979,984
- Range
- 17M to 20M
- Change
- +0.9%
- October 2026
- 6,827,436
- November 2026 forecast
- 6,357,645
- Range
- 5.5M to 7.2M
- Change
- -6.9%
- October 2026
- 4,287,532
- November 2026 forecast
- 4,316,200
- Range
- 3.7M to 4.9M
- Change
- +0.7%
- October 2026
- 2,350,776
- November 2026 forecast
- 2,212,931
- Range
- 1.8M to 2.6M
- Change
- -5.9%
- October 2026
- 2,199,394
- November 2026 forecast
- 2,306,249
- Range
- 2.0M to 2.7M
- Change
- +4.9%
Source: DataForSEO.
Together the ten come to 1,512,405,704, inside the market forecast of 1,525,605,088 for every tracked site.
Miles explains
Design.com 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 tools for marketing”.
- 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.