Industry leaderboard

wealth management

The 19 brands AI engines recommend most in wealth management, ranked by cross-model visibility — led by Wealthfront, Robinhood, Vanguard. Open, daily-updated...

Brands ranked
19
Category average
33.1
Category leader
Wealthfront
Updated
daily

Brands AI recommends here

  1. Wealthfront: rank #1, visibility 69.4, average position 2.7.
  2. Robinhood: rank #2, visibility 64.0, average position 3.0.
  3. Vanguard: rank #3, visibility 58.8, average position 3.3.
  4. Pictet Wealth: rank #4, visibility 49.0, average position 4.0.
  5. Betterment: rank #5, visibility 49.0, average position 4.0.
  6. SoFi: rank #6, visibility 49.0, average position 4.0.
  7. Credit Karma: rank #7, visibility 36.0, average position 5.0.
  8. Fidelity: rank #8, visibility 36.0, average position 5.0.
  9. T. Rowe Price: rank #9, visibility 36.0, average position 5.0.
  10. Schwab: rank #10, visibility 32.1, average position 5.3.
  11. Acorns: rank #11, visibility 30.3, average position 5.5.
  12. Morgan Stanley Private Wealth: 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