Industry leaderboard

infrastructure as code

The 17 brands AI engines recommend most in infrastructure as code, ranked by cross-model visibility — led by HashiCorp, Ansible, CloudFormation. Open,...

Brands ranked
17
Category average
26.8
Category leader
HashiCorp
Updated
daily

Brands AI recommends here

  1. HashiCorp: rank #1, visibility 91.3, average position 2.0.
  2. Ansible: rank #2, visibility 54.8, average position 3.6.
  3. CloudFormation: rank #3, visibility 39.1, average position 4.8.
  4. Pulumi: rank #4, visibility 36.0, average position 5.0.
  5. Chef: rank #5, visibility 36.0, average position 5.0.
  6. Puppet: rank #6, visibility 36.0, average position 5.0.
  7. CFEngine: rank #7, visibility 36.0, average position 5.0.
  8. ARM: rank #8, visibility 25.0, average position 6.0.
  9. Azure: rank #9, visibility 25.0, average position 6.0.
  10. etcd: rank #10, visibility 25.0, average position 6.0.
  11. SaltStack: rank #11, visibility 18.1, average position 6.8.
  12. CDK: rank #12, visibility 16.0, average position 7.0.

Methodology

Trakkr Data measures how AI engines recommend, cite and describe brands across tracked prompts and public crawl observations. Entity pages update daily and are published as open datasets for crawler-readable citation and comparison.

Canonical page Public JSON feed Rankings