Industry leaderboard

retail chains

The 31 brands AI engines recommend most in retail chains, ranked by cross-model visibility — led by Instacart, Amazon, Alibaba. Open, daily-updated data from...

Brands ranked
31
Category average
28.0
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 85.2, average position 2.3.
  3. Alibaba: rank #3, visibility 64.0, average position 3.0.
  4. IKEA: rank #4, visibility 64.0, average position 3.0.
  5. Walmart: rank #5, visibility 58.8, average position 3.3.
  6. Best Buy: rank #6, visibility 49.0, average position 4.0.
  7. eBay: rank #7, visibility 49.0, average position 4.0.
  8. Target: rank #8, visibility 46.7, average position 4.2.
  9. B&H: rank #9, visibility 36.0, average position 5.0.
  10. Family Dollar: rank #10, visibility 36.0, average position 5.0.
  11. Kroger: rank #11, visibility 32.1, average position 5.3.
  12. Costco: rank #12, visibility 32.1, average position 5.3.

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