Industry leaderboard

infrastructure as code

The 16 brands AI engines recommend most in infrastructure as code, ranked by cross-model visibility — led by HashiCorp, Ansible, CloudFormation. Open,...

Brands ranked
16
Category average
27.1
Category leader
HashiCorp
Updated
daily

Brands AI recommends here

  1. HashiCorp: rank #1, visibility 100.0, average position 1.0.
  2. Ansible: rank #2, visibility 64.0, average position 3.0.
  3. CloudFormation: rank #3, visibility 38.4, average position 4.8.
  4. Chef: rank #4, visibility 38.4, average position 4.8.
  5. Puppet: rank #5, visibility 38.4, average position 4.8.
  6. Pulumi: rank #6, visibility 36.0, average position 5.0.
  7. CDK: rank #7, visibility 25.0, average position 6.0.
  8. Azure: rank #8, visibility 25.0, average position 6.0.
  9. SaltStack: rank #9, visibility 21.8, average position 6.3.
  10. Spinnaker: rank #10, visibility 16.0, average position 7.0.
  11. Terraform: rank #11, visibility 12.3, average position 7.5.
  12. Kubernetes: rank #12, visibility 9.0, average position 8.0.

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