Cloud Infrastructure & PaaS AI Search Visibility Rankings

AI search visibility rankings for top brands in this category.

12 brands rankedUpdated Jul 14, 2026

Live category snapshot

30-day State of AI Search for Cloud Infrastructure & PaaS

A tactical view of the current category: which surfaces were cited in the last 30 days, which brands lead the current public benchmark, and where content teams should strengthen proof before the broader market narrative gets set elsewhere.

Updated Jul 16, 2026 · last 30 days

Read the full benchmark

Citation records

3,153

808 cited domains

Top-3 citation share

28.0%

Share of citations in the first three source positions

Leading surface

Blog post

Most-cited content type in this category

Leading source class

Company and commercial sources

Where answer engines are finding evidence

Current benchmark leaders

#1Northflank36.7%
#2Railway26.0%
#3Render24.0%
#4DigitalOcean23.3%
#5Vercel22.0%

Content surfaces cited

Blog post37.5%
Documentation14.8%
Article12.9%
Best-tools list8.9%
Comparison page8.8%

Platform citation activity

Perplexity
78 executions
9.62
citations/test
Bing Copilot
70 executions
6.29
citations/test
ChatGPT Search
75 executions
5.39
citations/test
Gemini Search
75 executions
4.41
citations/test
Google AI Mode
50 executions
2.66
citations/test

Source classes

Company and commercial sources75.8%
Editorial sources8.8%
Community sources5.3%
Reference and documentation sources2.9%
Marketplace and directory sources1.8%
Video sources1.6%

Top cited domains

northflank.com171
blog.railway.com112
render.com93
reddit.com79
vercel.com71
digitalocean.com68
apiscout.dev60
encore.dev58

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