AEO Index · Brand
vpracingfuels.com
How AI shopping agents surface vpracingfuels.com across the catalog — visible in 4 shopper queries across 2 categories, ranked #1 in 2.
Price positioning
$40 avg
below the Vehicles & Parts median ($71) — value / discount positioning
Where it shows up
| Category | Queries | Best rank | #1 wins |
| Vehicles & Parts | 3 | #1 | 2 |
| Hardware | 1 | #5 | 0 |
Queries it wins
Coolant Additives #1Vehicle Fuel System Cleaners #1
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