Industry leaderboard

investment apps

The 24 brands AI engines recommend most in investment apps, ranked by cross-model visibility — led by MetaQuotes, Thinkorswim, Vanguard. Open, daily-updated...

Brands ranked
24
Category average
35.2
Category leader
MetaQuotes
Updated
daily

Brands AI recommends here

  1. MetaQuotes: rank #1, visibility 100.0, average position 1.0.
  2. Thinkorswim: rank #2, visibility 91.3, average position 2.0.
  3. Vanguard: rank #3, visibility 79.6, average position 2.5.
  4. Robinhood: rank #4, visibility 61.4, average position 3.2.
  5. Fidelity: rank #5, visibility 60.8, average position 3.2.
  6. E*TRADE: rank #6, visibility 49.0, average position 4.0.
  7. BlackRock: rank #7, visibility 49.0, average position 4.0.
  8. InteractiveBrokers: rank #8, visibility 49.0, average position 4.0.
  9. Schwab: rank #9, visibility 40.1, average position 4.7.
  10. TD Ameritrade: rank #10, visibility 36.0, average position 5.0.
  11. eToro: rank #11, visibility 36.0, average position 5.0.
  12. Acorns: rank #12, visibility 30.3, average position 5.5.

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