Industry leaderboard

infrastructure as code

The 20 brands AI engines recommend most in infrastructure as code, ranked by cross-model visibility — led by HashiCorp, CloudFormation, Ansible. Open,...

Brands ranked
20
Category average
24.9
Category leader
HashiCorp
Updated
daily

Brands AI recommends here

  1. HashiCorp: rank #1, visibility 85.2, average position 2.3.
  2. CloudFormation: rank #2, visibility 56.3, average position 3.5.
  3. Ansible: rank #3, visibility 49.0, average position 4.0.
  4. Azure: rank #4, visibility 49.0, average position 4.0.
  5. Chef: rank #5, visibility 42.3, average position 4.5.
  6. Puppet: rank #6, visibility 42.3, average position 4.5.
  7. Pulumi: rank #7, visibility 40.1, average position 4.7.
  8. Crossplane: rank #8, visibility 25.0, average position 6.0.
  9. SaltStack: rank #9, visibility 20.3, average position 6.5.
  10. Heat: rank #10, visibility 16.0, average position 7.0.
  11. AWS: rank #11, visibility 16.0, average position 7.0.
  12. Bicep: rank #12, visibility 12.3, average position 7.5.

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