Industry leaderboard

etl tools

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

Brands ranked
16
Category average
37.4
Category leader
Datastax
Updated
daily

Brands AI recommends here

  1. Datastax: rank #1, visibility 91.3, average position 2.0.
  2. Databricks: rank #2, visibility 64.0, average position 3.0.
  3. Confluent: rank #3, visibility 64.0, average position 3.0.
  4. Informatica: rank #4, visibility 58.8, average position 3.3.
  5. Microsoft: rank #5, visibility 53.8, average position 3.7.
  6. StreamSets: rank #6, visibility 49.0, average position 4.0.
  7. Talend: rank #7, visibility 36.0, average position 5.0.
  8. Snowflake: rank #8, visibility 36.0, average position 5.0.
  9. Airbyte: rank #9, visibility 36.0, average position 5.0.
  10. Fivetran: rank #10, visibility 33.6, average position 5.2.
  11. Hevo: rank #11, visibility 25.0, average position 6.0.
  12. Google: rank #12, visibility 25.0, average position 6.0.

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