AI Visibility Leaderboard
Retail Stores AI Brand Rankings
Retail Stores publishes 23 ranked brands from the accepted leaderboard snapshot. Amazon is rank 1 with composite index 62.7.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Amazon | 62.7 | Rank 1 in Retail Stores with composite index 62.7; mention rate 82.14 |
| 2 | Walmart | 48.85 | Rank 2 in Retail Stores with composite index 48.85; mention rate 53.57 |
| 3 | Target | 45.6 | Rank 3 in Retail Stores with composite index 45.6; mention rate 55.36 |
| 4 | Costco | 28.95 | Rank 4 in Retail Stores with composite index 28.95; mention rate 2.38 |
| 5 | The Home Depot | 27.12 | Rank 5 in Retail Stores with composite index 27.12; mention rate 2.38 |
| 6 | Lowe's | 24.95 | Rank 6 in Retail Stores with composite index 24.95; mention rate 2.38 |
| 7 | Taobao | 22.86 | Rank 7 in Retail Stores with composite index 22.86; mention rate 28.57 |
| 8 | Kroger | 20.45 | Rank 8 in Retail Stores with composite index 20.45; mention rate 2.38 |
| 9 | Apple | 20 | Rank 9 in Retail Stores with composite index 20; mention rate 0 |
| 10 | CVS Pharmacy | 18.83 | Rank 10 in Retail Stores with composite index 18.83; mention rate 0 |
| 11 | Walgreens | 18.8 | Rank 11 in Retail Stores with composite index 18.8; mention rate 0 |
| 12 | IKEA | 17 | Rank 12 in Retail Stores with composite index 17; mention rate 0 |
| 13 | Lidl | 15.5 | Rank 13 in Retail Stores with composite index 15.5; mention rate 0 |
| 14 | Carrefour | 15.5 | Rank 14 in Retail Stores with composite index 15.5; mention rate 0 |
| 15 | Tesco | 12.9 | Rank 15 in Retail Stores with composite index 12.9; mention rate 4.76 |
| 16 | Aldi | 12.83 | Rank 16 in Retail Stores with composite index 12.83; mention rate 0 |
| 17 | Zara | 9.5 | Rank 17 in Retail Stores with composite index 9.5; mention rate 0 |
| 18 | H&M | 9.5 | Rank 18 in Retail Stores with composite index 9.5; mention rate 0 |
| 19 | 7-Eleven | 7.5 | Rank 19 in Retail Stores with composite index 7.5; mention rate 0 |
| 20 | JD.com | 5.71 | Rank 20 in Retail Stores with composite index 5.71; mention rate 14.29 |
| 21 | eBay | 5.71 | Rank 21 in Retail Stores with composite index 5.71; mention rate 14.29 |
| 22 | Uniqlo | 5.5 | Rank 22 in Retail Stores with composite index 5.5; mention rate 0 |
| 23 | Sephora | 5.5 | Rank 23 in Retail Stores with composite index 5.5; mention rate 0 |
Methodology FAQ
How is the Retail Stores leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Retail Stores, including rank position, recommendation strength, and mention-rate patterns.
Why can Amazon lead overall but differ by engine?
Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.
How often is this Retail Stores leaderboard updated?
This leaderboard updates whenever new completed runs are available for Retail Stores, with the latest refresh date shown on the page.
How to read this page
This page uses the same leaderboard snapshot for its headline, visible metrics, and comparison table. Read rank together with visibility score: rank shows relative position in the current view, while the score records measured AI visibility. Nearby rows provide comparison context. Follow the related leaderboard links to compare the wider set of tracked entities and continue exploring pages based on the same snapshot.
Scores describe the data available for the snapshot date and should be read as a point-in-time comparison, not a permanent rating. Differences between rows show relative visibility within this leaderboard view. A later snapshot can change both rank and score when the underlying evaluations change. The static table keeps the primary comparison readable without requiring interactive controls.