AI Visibility Leaderboard
Cross-border E-commerce AI Brand Rankings
Cross-border E-commerce publishes 26 ranked brands from the accepted leaderboard snapshot. eBay is rank 1 with composite index 66.84.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | eBay | 66.84 | Rank 1 in Cross-border E-commerce with composite index 66.84; mention rate 78.57 |
| 2 | Amazon | 64.8 | Rank 2 in Cross-border E-commerce with composite index 64.8; mention rate 57.14 |
| 3 | AliExpress | 57.96 | Rank 3 in Cross-border E-commerce with composite index 57.96; mention rate 85.71 |
| 4 | Shopify | 42.76 | Rank 4 in Cross-border E-commerce with composite index 42.76; mention rate 67.35 |
| 5 | Shopee | 41.02 | Rank 5 in Cross-border E-commerce with composite index 41.02; mention rate 44.64 |
| 6 | Temu | 39.07 | Rank 6 in Cross-border E-commerce with composite index 39.07; mention rate 21.43 |
| 7 | Etsy | 36.7 | Rank 7 in Cross-border E-commerce with composite index 36.7; mention rate 33.93 |
| 8 | Shein | 32.8 | Rank 8 in Cross-border E-commerce with composite index 32.8; mention rate 3.57 |
| 9 | Lazada | 27.73 | Rank 9 in Cross-border E-commerce with composite index 27.73; mention rate 19.65 |
| 10 | Wish | 27.14 | Rank 10 in Cross-border E-commerce with composite index 27.14; mention rate 16.07 |
| 11 | TikTok Shop | 26.4 | Rank 11 in Cross-border E-commerce with composite index 26.4; mention rate 20 |
| 12 | Mercado Libre | 22.21 | Rank 12 in Cross-border E-commerce with composite index 22.21; mention rate 14.29 |
| 13 | DHgate | 19.55 | Rank 13 in Cross-border E-commerce with composite index 19.55; mention rate 16.07 |
| 14 | Rakuten | 17.94 | Rank 14 in Cross-border E-commerce with composite index 17.94; mention rate 2.86 |
| 15 | Tmall Global | 16.67 | Rank 15 in Cross-border E-commerce with composite index 16.67; mention rate 0 |
| 16 | Zalando | 15 | Rank 16 in Cross-border E-commerce with composite index 15; mention rate 0 |
| 17 | Vinted | 15 | Rank 17 in Cross-border E-commerce with composite index 15; mention rate 0 |
| 18 | JD Worldwide | 13.2 | Rank 18 in Cross-border E-commerce with composite index 13.2; mention rate 0 |
| 19 | Joom | 12.17 | Rank 19 in Cross-border E-commerce with composite index 12.17; mention rate 0 |
| 20 | Walmart Marketplace | 11.77 | Rank 20 in Cross-border E-commerce with composite index 11.77; mention rate 11.43 |
| 21 | Cdiscount | 11.61 | Rank 21 in Cross-border E-commerce with composite index 11.61; mention rate 7.15 |
| 22 | Coupang | 11 | Rank 22 in Cross-border E-commerce with composite index 11; mention rate 0 |
| 23 | OTTO | 8.5 | Rank 23 in Cross-border E-commerce with composite index 8.5; mention rate 0 |
| 24 | Jumia | 8 | Rank 24 in Cross-border E-commerce with composite index 8; mention rate 0 |
| 25 | Noon | 6 | Rank 25 in Cross-border E-commerce with composite index 6; mention rate 0 |
Methodology FAQ
How is the Cross-border E-commerce leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Cross-border E-commerce, including rank position, recommendation strength, and mention-rate patterns.
Why can eBay 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 Cross-border E-commerce leaderboard updated?
This leaderboard updates whenever new completed runs are available for Cross-border E-commerce, 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.