Infrastructure as Code AI Search Visibility Rankings

AI search visibility rankings for top brands in this category.

12 brands rankedUpdated Jul 20, 2026

Live category snapshot

30-day State of AI Search for Infrastructure as Code

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 21, 2026 · last 30 days

Read the full benchmark

Citation records

3,793

618 cited domains

Top-3 citation share

30.3%

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

#1Spacelift18.7%
#2Pulumi14.7%
#3env014.0%
#4Scalr8.0%
#5HashiCorp4.7%

Content surfaces cited

Blog post41.7%
Documentation13.9%
Comparison page11.6%
Best-tools list10.6%
Article9.4%

Platform citation activity

Perplexity
100 executions
9.30
citations/test
Bing Copilot
100 executions
6.82
citations/test
ChatGPT Search
100 executions
3.91
citations/test
Gemini Search
97 executions
3.84
citations/test
Google AI Mode
95 executions
2.83
citations/test

Source classes

Company and commercial sources73.1%
Editorial sources11.2%
Community sources4.3%
Reference and documentation sources3.2%
Video sources2.8%
Other1.5%

Top cited domains

pulumi.com329
spacelift.io244
env0.com141
medium.com130
youtube.com105
firefly.ai95
reddit.com73
apiiro.com54

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