Industry leaderboard

infrastructure as code

The 19 brands AI engines recommend most in infrastructure as code, ranked by cross-model visibility — led by HashiCorp, Ansible, Azure ML. Open, daily-updated...

Brands ranked
19
Category average
24.0
Category leader
HashiCorp
Updated
daily

Brands AI recommends here

  1. HashiCorp: rank #1, visibility 95.0, average position 1.7.
  2. Ansible: rank #2, visibility 64.0, average position 3.0.
  3. Azure ML: rank #3, visibility 49.0, average position 4.0.
  4. Pulumi: rank #4, visibility 46.2, average position 4.2.
  5. CloudFormation: rank #5, visibility 42.3, average position 4.5.
  6. Chef: rank #6, visibility 41.0, average position 4.6.
  7. Puppet: rank #7, visibility 39.1, average position 4.8.
  8. SaltStack: rank #8, visibility 16.0, average position 7.0.
  9. CFEngine: rank #9, visibility 16.0, average position 7.0.
  10. Terraform: rank #10, visibility 13.4, average position 7.3.
  11. CDK: rank #11, visibility 9.0, average position 8.0.
  12. Rudder: 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