Industry leaderboard

retail chains

The 28 brands AI engines recommend most in retail chains, ranked by cross-model visibility — led by Instacart, Amazon, Walmart. Open, daily-updated data from...

Brands ranked
28
Category average
34.7
Category leader
Instacart
Updated
daily

Brands AI recommends here

  1. Instacart: rank #1, visibility 100.0, average position 1.0.
  2. Amazon: rank #2, visibility 94.2, average position 1.8.
  3. Walmart: rank #3, visibility 88.1, average position 2.2.
  4. Alibaba: rank #4, visibility 64.0, average position 3.0.
  5. B&H: rank #5, visibility 64.0, average position 3.0.
  6. Dollar Tree: rank #6, visibility 64.0, average position 3.0.
  7. Costco: rank #7, visibility 49.0, average position 4.0.
  8. JD.com: rank #8, visibility 49.0, average position 4.0.
  9. Family Dollar: rank #9, visibility 49.0, average position 4.0.
  10. Target: rank #10, visibility 44.4, average position 4.3.
  11. Kroger: rank #11, visibility 42.3, average position 4.5.
  12. IKEA: rank #12, visibility 36.0, average position 5.0.

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