Industry leaderboard

investment apps

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

Brands ranked
21
Category average
27.6
Category leader
Robinhood
Updated
daily

Brands AI recommends here

  1. Robinhood: rank #1, visibility 88.1, average position 2.2.
  2. Charles Owen: rank #2, visibility 58.8, average position 3.3.
  3. Vanguard: rank #3, visibility 53.8, average position 3.7.
  4. Betterment: rank #4, visibility 49.0, average position 4.0.
  5. Wealthfront: rank #5, visibility 49.0, average position 4.0.
  6. Fidelity: rank #6, visibility 49.0, average position 4.0.
  7. TD Ameritrade: rank #7, visibility 42.3, average position 4.5.
  8. Interactive Brokers: rank #8, visibility 40.1, average position 4.7.
  9. Schwab: rank #9, visibility 36.0, average position 5.0.
  10. Acorns: rank #10, visibility 30.3, average position 5.5.
  11. E*TRADE: rank #11, visibility 28.4, average position 5.7.
  12. MetaTrader 5: 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