AI Visibility Leaderboard
E-commerce AI Brand Rankings
E-commerce publishes 20 ranked brands from the accepted leaderboard snapshot. Shopify is rank 1 with composite index 81.9.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Shopify | 81.9 | Rank 1 in E-commerce with composite index 81.9; mention rate 83.93 |
| 2 | WooCommerce | 63.69 | Rank 2 in E-commerce with composite index 63.69; mention rate 83.93 |
| 3 | BigCommerce | 45.57 | Rank 3 in E-commerce with composite index 45.57; mention rate 67.86 |
| 4 | Wix | 39.76 | Rank 4 in E-commerce with composite index 39.76; mention rate 69.64 |
| 5 | Squarespace | 28.81 | Rank 5 in E-commerce with composite index 28.81; mention rate 44.9 |
| 6 | Ecwid by Lightspeed | 28.67 | Rank 6 in E-commerce with composite index 28.67; mention rate 55.1 |
| 7 | Square Online | 25.9 | Rank 7 in E-commerce with composite index 25.9; mention rate 52.38 |
| 8 | Mercado Shops | 19.57 | Rank 8 in E-commerce with composite index 19.57; mention rate 0 |
| 9 | PrestaShop | 17.53 | Rank 9 in E-commerce with composite index 17.53; mention rate 21.43 |
| 10 | Shopware | 17 | Rank 10 in E-commerce with composite index 17; mention rate 0 |
| 11 | Adobe Commerce | 15.91 | Rank 11 in E-commerce with composite index 15.91; mention rate 10.72 |
| 12 | Salesforce Commerce Cloud | 14.25 | Rank 12 in E-commerce with composite index 14.25; mention rate 0 |
| 13 | Shift4Shop | 13.88 | Rank 13 in E-commerce with composite index 13.88; mention rate 25.72 |
| 14 | OpenCart | 13.38 | Rank 14 in E-commerce with composite index 13.38; mention rate 14.29 |
| 15 | VTEX | 11 | Rank 15 in E-commerce with composite index 11; mention rate 0 |
| 16 | Oracle Commerce | 11 | Rank 16 in E-commerce with composite index 11; mention rate 0 |
| 17 | CS-Cart | 11 | Rank 17 in E-commerce with composite index 11; mention rate 0 |
| 18 | SAP Commerce Cloud | 10 | Rank 18 in E-commerce with composite index 10; mention rate 0 |
| 19 | Big Cartel | 6.21 | Rank 19 in E-commerce with composite index 6.21; mention rate 14.29 |
| 20 | GoDaddy Online Store | 3 | Rank 20 in E-commerce with composite index 3; mention rate 0 |
Methodology FAQ
How is the E-commerce leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for E-commerce, including rank position, recommendation strength, and mention-rate patterns.
Why can Shopify 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 E-commerce leaderboard updated?
This leaderboard updates whenever new completed runs are available for 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.