AEO Index · Brand
magnoliabox.com
How AI shopping agents surface magnoliabox.com across the catalog — visible in 19 shopper queries across 10 categories, ranked #1 in 3.
Price positioning
$20 avg
below the Vehicles & Parts median ($71) — value / discount positioning
Where it shows up
| Category | Queries | Best rank | #1 wins |
| Vehicles & Parts | 5 | #1 | 2 |
| Business & Industrial | 3 | #5 | 0 |
| Sporting Goods | 2 | #4 | 0 |
| Furniture | 2 | #4 | 0 |
| Arts & Entertainment | 2 | #1 | 1 |
| Religious & Ceremonial | 1 | #5 | 0 |
| Office Supplies | 1 | #3 | 0 |
| Health & Beauty | 1 | #7 | 0 |
| Food, Beverages & Tobacco | 1 | #7 | 0 |
| Cameras & Optics | 1 | #7 | 0 |
Queries it wins
Fossils #1Hybrid Cars #1Motor Sports Vehicles #1Hybrid Vehicles #2Mechanical Looms #2Typewriters #3
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