Industry leaderboard

etl tools

The 16 brands AI engines recommend most in etl tools, ranked by cross-model visibility — led by Airbyte, Informatica, Talend. Open, daily-updated data from...

Brands ranked
16
Category average
34.9
Category leader
Airbyte
Updated
daily

Brands AI recommends here

  1. Airbyte: rank #1, visibility 100.0, average position 1.0.
  2. Informatica: rank #2, visibility 83.3, average position 2.4.
  3. Talend: rank #3, visibility 52.2, average position 3.8.
  4. DataStage: rank #4, visibility 49.0, average position 4.0.
  5. Databricks: rank #5, visibility 49.0, average position 4.0.
  6. Microsoft: rank #6, visibility 45.6, average position 4.3.
  7. Fivetran: rank #7, visibility 36.0, average position 5.0.
  8. Apache: rank #8, visibility 36.0, average position 5.0.
  9. IBM: rank #9, visibility 36.0, average position 5.0.
  10. StreamSets: rank #10, visibility 25.0, average position 6.0.
  11. Matillion: rank #11, visibility 18.1, average position 6.8.
  12. Azure ML: 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