Industry leaderboard

investment apps

The 21 brands AI engines recommend most in investment apps, ranked by cross-model visibility — led by MetaTrader 5, Robinhood, Thinkorswim. Open, daily-updated...

Brands ranked
21
Category average
35.1
Category leader
MetaTrader 5
Updated
daily

Brands AI recommends here

  1. MetaTrader 5: rank #1, visibility 100.0, average position 1.0.
  2. Robinhood: rank #2, visibility 91.3, average position 2.0.
  3. Thinkorswim: rank #3, visibility 91.3, average position 2.0.
  4. Fidelity: rank #4, visibility 57.8, average position 3.4.
  5. Schwab: rank #5, visibility 49.0, average position 4.0.
  6. eToro: rank #6, visibility 49.0, average position 4.0.
  7. Vanguard: rank #7, visibility 45.6, average position 4.3.
  8. TD Ameritrade: rank #8, visibility 42.3, average position 4.5.
  9. Stash: rank #9, visibility 36.0, average position 5.0.
  10. Charles Owen: rank #10, visibility 32.1, average position 5.3.
  11. Betterment: rank #11, visibility 25.0, average position 6.0.
  12. Interactive Brokers: 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