Industry leaderboard

retail chains

The 26 brands AI engines recommend most in retail chains, ranked by cross-model visibility — led by Instacart, IKEA, Amazon. Open, daily-updated data from...

Brands ranked
26
Category average
32.7
Category leader
Instacart
Updated
daily

Brands AI recommends here

  1. Instacart: rank #1, visibility 100.0, average position 1.0.
  2. IKEA: rank #2, visibility 100.0, average position 1.0.
  3. Amazon: rank #3, visibility 69.4, average position 2.7.
  4. Walgreens: rank #4, visibility 64.0, average position 3.0.
  5. Walmart: rank #5, visibility 54.8, average position 3.6.
  6. Costco: rank #6, visibility 52.6, average position 3.8.
  7. Sephora Play: rank #7, visibility 49.0, average position 4.0.
  8. Target: rank #8, visibility 46.7, average position 4.2.
  9. Best Egg: rank #9, visibility 42.3, average position 4.5.
  10. Alibaba: rank #10, visibility 36.0, average position 5.0.
  11. Dollar: rank #11, visibility 36.0, average position 5.0.
  12. Big Lots: 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