Industry leaderboard

etl tools

The 18 brands AI engines recommend most in etl tools, ranked by cross-model visibility — led by Informatica, Microsoft, Talend. Open, daily-updated data from...

Brands ranked
18
Category average
28.0
Category leader
Informatica
Updated
daily

Brands AI recommends here

  1. Informatica: rank #1, visibility 97.3, average position 1.4.
  2. Microsoft: rank #2, visibility 64.0, average position 3.0.
  3. Talend: rank #3, visibility 60.5, average position 3.2.
  4. IBM: rank #4, visibility 49.0, average position 4.0.
  5. AWS: rank #5, visibility 49.0, average position 4.0.
  6. Fivetran: rank #6, visibility 38.4, average position 4.8.
  7. Oracle: rank #7, visibility 36.0, average position 5.0.
  8. Databricks: rank #8, visibility 20.3, average position 6.5.
  9. Matillion: rank #9, visibility 16.0, average position 7.0.
  10. Airbyte: rank #10, visibility 16.0, average position 7.0.
  11. Upsolver: rank #11, visibility 16.0, average position 7.0.
  12. Google: 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