AI report generator market forecast, November 2026
Miles FosterOwner and tester, RankDude
The forecast▲ Risingthrough May 2027
- November vs October
- +3.2%
- May 2027, six months out
- +3.2%
- Past forecasts in range
- 5 of 6
Each month I forecast Google visits to the AI report generator sites I track, then score myself when the real number lands. For November 2026 I expect about 1.2 million visits, 3% more than 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 report generator forecast: the key numbers for November 2026
- Expected in November1.2Mvisits+3% vs October
- Likely range1.0M–1.4Mvisits in November
- Expected in May 20271.2Mvisits+3% 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 report generator sites RankDude tracks got 1,200,751 visits from Google search in October 2026.
- The forecast for November 2026 is 1,239,310 visits, up by about 3% on October 2026, likely between 1.0M and 1.4M.
- That is up on November 2025, when the same sites had 454,119 visits.
1How accurate is this forecast?
In plain words: Tested on the last 6 months, it missed by 9.3% on average.
- Tested on
- the last 6 months, as if their numbers were unknown
- Average miss
- 9.3%
- 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 | 1,010,071 | 835K to 1.2M | 1,102,243 | +9.1% | in range |
| June 2026 | 1,140,386 | 943K to 1.3M | 1,317,647 | +15.5% | in range |
| July 2026 | 1,353,885 | 1.1M to 1.6M | 1,396,567 | +3.2% | in range |
| August 2026 | 1,444,896 | 1.2M to 1.7M | 1,495,601 | +3.5% | in range |
| September 2026 | 1,534,866 | 1.3M to 1.8M | 1,428,037 | -7.0% | in range |
| October 2026 | 1,457,803 | 1.2M to 1.7M | 1,200,751 | -17.6% | missed |
Month
- May 2026
- Would have forecast
- 1,010,071
- Range
- 835K to 1.2M
- Actual
- 1,102,243
- Miss
- +9.1%
- Result
- in range
- June 2026
- Would have forecast
- 1,140,386
- Range
- 943K to 1.3M
- Actual
- 1,317,647
- Miss
- +15.5%
- Result
- in range
- July 2026
- Would have forecast
- 1,353,885
- Range
- 1.1M to 1.6M
- Actual
- 1,396,567
- Miss
- +3.2%
- Result
- in range
- August 2026
- Would have forecast
- 1,444,896
- Range
- 1.2M to 1.7M
- Actual
- 1,495,601
- Miss
- +3.5%
- Result
- in range
- September 2026
- Would have forecast
- 1,534,866
- Range
- 1.3M to 1.8M
- Actual
- 1,428,037
- Miss
- -7.0%
- Result
- in range
- October 2026
- Would have forecast
- 1,457,803
- Range
- 1.2M to 1.7M
- Actual
- 1,200,751
- Miss
- -17.6%
- Result
- missed
Each row uses only data from before that month.
Miles explains
5 of 6 in range is honest, not perfect. The biggest miss was October 2026 (-18%), 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 (+189%), and the last three months were higher than the three before. Name searches are down (-48% since October 2025). Recent months are getting stronger, and the forecast follows them.
- Visits, October 2026
- 1,200,751 (-15.9% on the month before, +189.0% on a year ago)
- Last 3 months vs the 3 before
- +8.1%
- 24-month peak
- 1,495,601 in August 2026
- Name searches, US
- -47.8% since October 2025
- Google Trends, "ai report generator"
- 6/100 (-90.5% on a year ago)
- 12-month trend
- +9.6% 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: +8%.
3Is November usually a big month or a quiet one?
November is usually a bigger month than average (14% above) for searches for “ai report generator”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.
- November index
- 114 (100 = an average month)
- On the calendar
- Black Friday and Cyber Monday and Thanksgiving (US)
- Biggest months
- March, April, May, October and November
- Quietest months
- February, June and July
- Used in this forecast?
- No: average miss 9.3% as chosen, 9.3% without the pattern, 29.7% 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 (29.7% average miss with it, 9.3% without), so I show it but leave it out.
4What to expect in November 2026
About 1.2M visits in November 2026, up 3% on October 2026. The likely range is 1.0M to 1.4M.
| Measure | Last known | Forecast | Range |
|---|---|---|---|
| Search visits, worldwide | 1,200,751 | 1,239,310 | 1.0M to 1.4M |
| Search visits, US | 84,073 | 84,655 | 73.2K to 96.1K |
| Brand-name searches a month, US (last known: September 2026) | 3,500 | 3,371 | 2.5K to 4.2K |
| Searches for “ai report generator”, US (last known: September 2026) | 320 | 312 | 246 to 378 |
Measure
- Search visits, worldwide
- Last known
- 1,200,751
- Forecast
- 1,239,310
- Range
- 1.0M to 1.4M
- Search visits, US
- Last known
- 84,073
- Forecast
- 84,655
- Range
- 73.2K to 96.1K
- Brand-name searches a month, US (last known: September 2026)
- Last known
- 3,500
- Forecast
- 3,371
- Range
- 2.5K to 4.2K
- Searches for “ai report generator”, US (last known: September 2026)
- Last known
- 320
- Forecast
- 312
- Range
- 246 to 378
Source: DataForSEO and Google Ads.
5What to expect over the next six months
By May 2027 the forecast expects about 1,239,310 visits a month, +3% on the 1,200,751 of October 2026, so the next six months look flat, after a step up from October 2026.
| Month | Worldwide visits | Range | US visits | Range |
|---|---|---|---|---|
| December 2026 | 1,239,310 | 1.0M to 1.5M | 84,655 | 72.1K to 97.2K |
| January 2027 | 1,239,310 | 1.0M to 1.5M | 84,655 | 70.9K to 98.4K |
| February 2027 | 1,239,310 | 990K to 1.5M | 84,655 | 69.8K to 99.5K |
| March 2027 | 1,239,310 | 970K to 1.5M | 84,655 | 68.7K to 101K |
| April 2027 | 1,239,310 | 951K to 1.5M | 84,655 | 67.5K to 102K |
| May 2027 | 1,239,310 | 932K to 1.5M | 84,655 | 66.4K to 103K |
Month
- December 2026
- Worldwide visits
- 1,239,310
- Range
- 1.0M to 1.5M
- US visits
- 84,655
- Range
- 72.1K to 97.2K
- January 2027
- Worldwide visits
- 1,239,310
- Range
- 1.0M to 1.5M
- US visits
- 84,655
- Range
- 70.9K to 98.4K
- February 2027
- Worldwide visits
- 1,239,310
- Range
- 990K to 1.5M
- US visits
- 84,655
- Range
- 69.8K to 99.5K
- March 2027
- Worldwide visits
- 1,239,310
- Range
- 970K to 1.5M
- US visits
- 84,655
- Range
- 68.7K to 101K
- April 2027
- Worldwide visits
- 1,239,310
- Range
- 951K to 1.5M
- US visits
- 84,655
- Range
- 67.5K to 102K
- May 2027
- Worldwide visits
- 1,239,310
- Range
- 932K to 1.5M
- US visits
- 84,655
- Range
- 66.4K to 103K
6What the forecast expects for the 5 most-visited sites
The forecast expects Manus (+3%) and Reportmaker.ai (+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 |
|---|---|---|---|---|
| 1,116,055 | 1,154,409 | 963K to 1.3M | +3.4% | |
| 27,505 | 27,823 | 24.5K to 31.2K | +1.2% | |
| 25,723 | 26,118 | 18.6K to 33.6K | +1.5% | |
| 21,415 | 20,762 | 16.9K to 24.6K | -3.0% | |
| 10,053 | 10,546 | 4.2K to 16.9K | +4.9% |
Site
- October 2026
- 1,116,055
- November 2026 forecast
- 1,154,409
- Range
- 963K to 1.3M
- Change
- +3.4%
- October 2026
- 27,505
- November 2026 forecast
- 27,823
- Range
- 24.5K to 31.2K
- Change
- +1.2%
- October 2026
- 25,723
- November 2026 forecast
- 26,118
- Range
- 18.6K to 33.6K
- Change
- +1.5%
- October 2026
- 21,415
- November 2026 forecast
- 20,762
- Range
- 16.9K to 24.6K
- Change
- -3.0%
- October 2026
- 10,053
- November 2026 forecast
- 10,546
- Range
- 4.2K to 16.9K
- Change
- +4.9%
Source: DataForSEO.
The 5 site forecasts add up to 1,239,658, more than the market forecast of 1,239,310 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
Reportmaker.ai 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 report generator”.
- 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.
