Industry leaderboard

student loans

The 22 brands AI engines recommend most in student loans, ranked by cross-model visibility — led by Credible, Student Loan Hero, SoFi. Open, daily-updated data...

Brands ranked
22
Category average
37.8
Category leader
Credible
Updated
daily

Brands AI recommends here

  1. Credible: rank #1, visibility 100.0, average position 1.0.
  2. Student Loan Hero: rank #2, visibility 91.3, average position 2.0.
  3. SoFi: rank #3, visibility 88.1, average position 2.2.
  4. Earnest: rank #4, visibility 67.2, average position 2.8.
  5. CommonBond: rank #5, visibility 56.3, average position 3.5.
  6. LendKey: rank #6, visibility 56.3, average position 3.5.
  7. Pioneer: rank #7, visibility 49.0, average position 4.0.
  8. Navient: rank #8, visibility 49.0, average position 4.0.
  9. SallieMae: rank #9, visibility 49.0, average position 4.0.
  10. Upstart: rank #10, visibility 36.0, average position 5.0.
  11. Discover: rank #11, visibility 32.1, average position 5.3.
  12. Laurel Road: 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