AEO Index · Brand
ledlights.io
How AI shopping agents surface ledlights.io across the catalog — visible in 8 shopper queries across 5 categories, ranked #1 in 0.
Price positioning
$33 avg
above the Food, Beverages & Tobacco median ($15) — premium positioning
Where it shows up
| Category | Queries | Best rank | #1 wins |
| Food, Beverages & Tobacco | 3 | #3 | 0 |
| Home & Garden | 2 | #2 | 0 |
| Vehicles & Parts | 1 | #2 | 0 |
| Electronics | 1 | #6 | 0 |
| Apparel & Accessories | 1 | #2 | 0 |
Queries it wins
Motor Vehicle Lighting #2optic lights #2submersible led #2corn light #3led corn light #3
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