RankDude
Updated 11/01/2026 · next update 12/01/2026

Deployment platform market forecast, November 2026

Miles FosterOwner and tester, RankDude

The forecastâ–  Flatthrough May 2027

November vs October
+2.0%
May 2027, six months out
+2.0%
Past forecasts in range
4 of 6

Each month I forecast Google visits to the deployment platform sites I track, then score myself when the real number lands. For November 2026 I expect about 2.8 million visits, about the same as in October 2026.

Below: how my last forecast did, the next six months and site by site.

Made 1 November 2026 from the October 2026 data. Data from DataForSEO, Google Trends via SerpApi, Tranco and Ahrefs · not a ranking

Deployment platform forecast: the key numbers for November 2026

01.3M2.5M3.8M5.0MForecastMeasuredNov 25Feb 26May 26Aug 26Nov 26Feb 27May 272.8M2.3M to 3.3M
MeasuredForecastLikely range

Visits from Google search to the tracked sites, a month. Hover or tap the chart for each month.

  • The deployment platform sites RankDude tracks got 2,759,358 visits from Google search in October 2026.
  • The forecast for November 2026 is 2,814,274 visits, about the same as October 2026, likely between 2.5M and 3.1M.
  • That is up on November 2025, when the same sites had 2,608,945 visits.

1How did the October 2026 forecast do?

In plain words: Last month’s forecast landed inside its range, 2% off. A hit.

In the October 2026 edition the forecast said October 2026 would bring about 2,822,498 search visits, somewhere between 2.5M and 3.1M. It brought 2,759,358. That landed inside the range, the month landing 2% below the forecast. That is a good month for a forecast.

Made in

  • October 2026
    Months ahead
    1
    Forecast
    2,822,498
    Range
    2.5M to 3.1M
    Actual
    2,759,358
    Miss
    -2.2%
    Result
    in range

Source: DataForSEO.

Site by site

Site

  • Vercel
    Forecast
    813,115
    Range
    629K to 997K
    Actual
    769,951
    Miss
    -5.3%
    Result
    in range
  • Netlify
    Forecast
    705,632
    Range
    605K to 807K
    Actual
    735,544
    Miss
    +4.2%
    Result
    in range
  • Render
    Forecast
    363,170
    Range
    316K to 410K
    Actual
    472,845
    Miss
    +30.2%
    Result
    missed
  • Railway
    Forecast
    369,995
    Range
    328K to 412K
    Actual
    369,541
    Miss
    -0.1%
    Result
    in range
  • Back4app
    Forecast
    128,684
    Range
    111K to 146K
    Actual
    76,417
    Miss
    -40.6%
    Result
    missed
  • Heroku
    Forecast
    79,118
    Range
    71.9K to 86.3K
    Actual
    67,611
    Miss
    -14.5%
    Result
    missed
  • Modal
    Forecast
    50,873
    Range
    46.8K to 54.9K
    Actual
    42,366
    Miss
    -16.7%
    Result
    missed
  • Northflank
    Forecast
    29,358
    Range
    25.2K to 33.5K
    Actual
    28,690
    Miss
    -2.3%
    Result
    in range
  • Coolify
    Forecast
    23,327
    Range
    18.4K to 28.3K
    Actual
    22,728
    Miss
    -2.6%
    Result
    in range
  • Elestio
    Forecast
    20,194
    Range
    18.3K to 22.1K
    Actual
    18,216
    Miss
    -9.8%
    Result
    missed

5 of 10 site forecasts landed in range.

The backtest, month by month

Month

  • May 2026
    Would have forecast
    2,950,466
    Range
    2.7M to 3.2M
    Actual
    2,926,962
    Miss
    -0.8%
    Result
    in range
  • June 2026
    Would have forecast
    2,953,793
    Range
    2.7M to 3.2M
    Actual
    2,775,907
    Miss
    -6.0%
    Result
    in range
  • July 2026
    Would have forecast
    2,891,248
    Range
    2.7M to 3.1M
    Actual
    2,819,370
    Miss
    -2.5%
    Result
    in range
  • August 2026
    Would have forecast
    2,812,402
    Range
    2.6M to 3.0M
    Actual
    3,110,047
    Miss
    +10.6%
    Result
    missed
  • September 2026
    Would have forecast
    3,071,386
    Range
    2.8M to 3.3M
    Actual
    2,671,923
    Miss
    -13.0%
    Result
    missed
  • October 2026
    Would have forecast
    2,822,498
    Range
    2.5M to 3.1M
    Actual
    2,759,358
    Miss
    -2.2%
    Result
    in range

Each row uses only data from before that month.

The running scorecard

Months ahead

  • 1
    Forecasts scored
    1
    In range
    1 of 1
    Average miss
    2.2%

Across 1 earlier edition, every forecast for a month that has since closed.

Miles explains

4 of 6 in range is honest, not perfect. The biggest miss was September 2026 (-13%), 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 (-7%), and the last three months were about level with the three before. Name searches are up (+88% since October 2025). Recent months are level, and the forecast follows them.

Visits, October 2026
2,759,358 (+3.3% on the month before, -7.4% on a year ago)
Last 3 months vs the 3 before
+0.2%
24-month peak
3,110,047 in August 2026
Name searches, US
+88.1% since October 2025
Google Trends, "deployment platforms"
17/100 (-65.3% on a year ago)
12-month trend
+0.2% a month; the forecast carries the level of recent months, not the slope

WorldChange in visits, month on month, worldwide

+30%+15%0%-15%-30%May 25Aug 25Nov 25Feb 26May 26Aug 26Oct 26

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: +0.2%.

3Is November usually a big month or a quiet one?

November is usually a quieter month than average (8% below) for searches for “deployment platforms”. But the sites’ visits follow rankings more than the calendar, so the pattern is shown and not allowed to move the numbers.

November index
92 (100 = an average month)
On the calendar
Black Friday and Cyber Monday and Thanksgiving (US)
Biggest months
June, July and September
Quietest months
January, May, October and December
Used in this forecast?
No: average miss 5.9% as chosen, 5.9% without the pattern, 40% always with it

WorldHow busy each month usually is, worldwide (100 = average)

6310014272Jan108Feb103Mar94Apr63May142Jun123Jul94Aug142Sep83Oct92Nov84Dec

Source: Google Trends, five years.

Miles explains

I tested the calendar against the last months and it made the forecast worse (40% average miss with it, 5.9% without), so I show it but leave it out.

4What to expect in November 2026

About 2.8M visits in November 2026, about the same as October 2026. The likely range is 2.5M to 3.1M.

Measure

  • Search visits, worldwide
    Last known
    2,759,358
    Forecast
    2,814,274
    Range
    2.5M to 3.1M
  • Search visits, US
    Last known
    287,230
    Forecast
    286,529
    Range
    264K to 309K
  • Brand-name searches a month, US (last known: September 2026)
    Last known
    533,120
    Forecast
    533,216
    Range
    485K to 581K
  • Searches for “deployment platforms”, US (last known: September 2026)
    Last known
    40
    Forecast
    41
    Range
    18 to 64

Source: DataForSEO and Google Ads.

5What to expect over the next six months

By May 2027 the forecast expects about 2,814,274 visits a month, +2% on the 2,759,358 of October 2026, so the next six months look flat.

Month

  • December 2026
    Worldwide visits
    2,814,274
    Range
    2.5M to 3.1M
    US visits
    286,529
    Range
    261K to 312K
  • January 2027
    Worldwide visits
    2,814,274
    Range
    2.5M to 3.2M
    US visits
    286,529
    Range
    259K to 314K
  • February 2027
    Worldwide visits
    2,814,274
    Range
    2.4M to 3.2M
    US visits
    286,529
    Range
    257K to 316K
  • March 2027
    Worldwide visits
    2,814,274
    Range
    2.4M to 3.2M
    US visits
    286,529
    Range
    254K to 319K
  • April 2027
    Worldwide visits
    2,814,274
    Range
    2.4M to 3.3M
    US visits
    286,529
    Range
    252K to 321K
  • May 2027
    Worldwide visits
    2,814,274
    Range
    2.3M to 3.3M
    US visits
    286,529
    Range
    250K to 323K

6What the forecast expects for the ten most-visited sites

The forecast expects Back4app (+10%) and Modal (+6%) to rise, and Heroku (-5%) and Fly.io (-5%) 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

  • Vercel
    October 2026
    769,951
    November 2026 forecast
    776,426
    Range
    601K to 952K
    Change
    +0.8%
  • Netlify
    October 2026
    735,544
    November 2026 forecast
    728,736
    Range
    625K to 833K
    Change
    -0.9%
  • Render
    October 2026
    472,845
    November 2026 forecast
    470,589
    Range
    410K to 531K
    Change
    -0.5%
  • Railway
    October 2026
    369,541
    November 2026 forecast
    372,180
    Range
    342K to 402K
    Change
    +0.7%
  • Back4app
    October 2026
    76,417
    November 2026 forecast
    84,257
    Range
    65.1K to 103K
    Change
    +10.3%
  • Heroku
    October 2026
    67,611
    November 2026 forecast
    64,462
    Range
    58.6K to 70.3K
    Change
    -4.7%
  • Modal
    October 2026
    42,366
    November 2026 forecast
    44,931
    Range
    41.3K to 48.5K
    Change
    +6.1%
  • Northflank
    October 2026
    28,690
    November 2026 forecast
    29,372
    Range
    25.3K to 33.5K
    Change
    +2.4%
  • Fly.io
    October 2026
    27,337
    November 2026 forecast
    25,869
    Range
    19.9K to 31.8K
    Change
    -5.4%
  • Coolify
    October 2026
    22,728
    November 2026 forecast
    22,818
    Range
    18.0K to 27.7K
    Change
    +0.4%

Source: DataForSEO.

Together the ten come to 2,619,640, inside the market forecast of 2,814,274 for every tracked site.

Miles explains

Back4app has the biggest expected rise (+10%). 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 “deployment platforms”.
  • 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.

Deployment platform forecasts, month by month

This page is rewritten every month when the month’s data is in. Edition 2, the forecast for November 2026, was made on 1 November 2026; the next one replaces it on 1 December 2026, and marks this one against the figures that land that day. The forecasts before it, and how they scored:

  1. Edition 1 · for October 2026

    What October 2026 will bring: the deployment platform market, forecast

    The forecast for October 2026, made on 22 October 2026 from everything the September 2026 data shows: about 2,822,498 search visits across the tracked sites, up 5.6% on the month before. Plus the six months after it, and an honest look at how the method has scored on past months.

    Forecast
    2.8M
    Actual
    2.8M
    Result
    in range

    Made 22 October 2026 · range 2.5M to 3.1M · off by 2.2%