AI Visibility Leaderboard
Specialty Retailers: Other AI Brand Rankings
Specialty Retailers: Other leaderboard tracks how brands appear across 7 major AI engines. Rankings update as new completed runs become available, giving teams a baseline for measuring category visibility before engine-specific gaps emerge.
Specialty Retailers: Other recommendations can vary by engine and by prompt context. This leaderboard tracks which brands appear most consistently across 7 major AI engines and highlights where category visibility is concentrated.
AI answer engines increasingly shape how people shortlist Specialty Retailers: Other brands before they ever click through to websites. Tracking this leaderboard helps teams understand category share of voice, spot leaders, and identify where engine-specific optimization may improve visibility. It is most useful when read alongside mention rate, score gaps, and engine-level outliers rather than as a single static ranking.
Specialty Retailers: Other publishes 9 ranked brands from the accepted leaderboard snapshot. REI is rank 1 with composite index 65.25.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | REI | 65.25 | Rank 1 in Specialty Retailers: Other with composite index 65.25; mention rate 90 |
| 2 | Staples | 64 | Rank 2 in Specialty Retailers: Other with composite index 64; mention rate 80 |
| 3 | Petco | 59.8 | Rank 3 in Specialty Retailers: Other with composite index 59.8; mention rate 64 |
| 4 | PetSmart | 56.4 | Rank 4 in Specialty Retailers: Other with composite index 56.4; mention rate 64 |
| 5 | Dick's Sporting Goods | 47.13 | Rank 5 in Specialty Retailers: Other with composite index 47.13; mention rate 48 |
| 6 | Guitar Center | 43.75 | Rank 6 in Specialty Retailers: Other with composite index 43.75; mention rate 55 |
| 7 | Bass Pro Shops | 20 | Rank 7 in Specialty Retailers: Other with composite index 20; mention rate 0 |
| 8 | Office Depot | 19 | Rank 8 in Specialty Retailers: Other with composite index 19; mention rate 0 |
| 9 | Academy Sports + Outdoors | 15.5 | Rank 9 in Specialty Retailers: Other with composite index 15.5; mention rate 10 |
Methodology FAQ
How is the Specialty Retailers: Other leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Specialty Retailers: Other, including rank position, recommendation strength, and mention-rate patterns.
Why can the current leader 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 Specialty Retailers: Other leaderboard updated?
This leaderboard updates whenever new completed runs are available for Specialty Retailers: Other, 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.