Industry leaderboard

investment apps

The 20 brands AI engines recommend most in investment apps, ranked by cross-model visibility — led by Webull, Robinhood, Vanguard. Open, daily-updated data...

Brands ranked
20
Category average
33.8
Category leader
Webull
Updated
daily

Brands AI recommends here

  1. Webull: rank #1, visibility 91.3, average position 2.0.
  2. Robinhood: rank #2, visibility 73.5, average position 2.6.
  3. Vanguard: rank #3, visibility 64.0, average position 3.0.
  4. TD Ameritrade: rank #4, visibility 64.0, average position 3.0.
  5. Fidelity: rank #5, visibility 54.8, average position 3.6.
  6. Schwab: rank #6, visibility 53.8, average position 3.7.
  7. BlackRock: rank #7, visibility 49.0, average position 4.0.
  8. eToro: rank #8, visibility 44.4, average position 4.3.
  9. M1 Finance: rank #9, visibility 30.3, average position 5.5.
  10. Charles Owen: rank #10, visibility 28.4, average position 5.7.
  11. Betterment: rank #11, visibility 25.0, average position 6.0.
  12. Wealthfront: rank #12, visibility 20.3, average position 6.5.

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