AEO Index · Brand
Car Builder Solutions
carbuilder.com
How AI shopping agents surface Car Builder Solutions across the catalog — visible in 45 shopper queries across 11 categories, ranked #1 in 11.
Price positioning
$30 avg
below the Vehicles & Parts median ($71) — value / discount positioning
Rank trend in Vehicles & Parts
Higher = better rank · last 5 daily snapshots
Where it shows up
| Category | Queries | Best rank | #1 wins |
| Vehicles & Parts | 14 | #1 | 4 |
| Hardware | 13 | #1 | 4 |
| Electronics | 5 | #1 | 1 |
| Home & Garden | 4 | #1 | 1 |
| Sporting Goods | 2 | #6 | 0 |
| Furniture | 2 | #2 | 0 |
| Gifts | 1 | #9 | 0 |
| Business & Industrial | 1 | #3 | 0 |
| Baby & Toddler | 1 | #7 | 0 |
| Arts & Entertainment | 1 | #1 | 1 |
| Apparel & Accessories | 1 | #7 | 0 |
Queries it wins
Air Ducts #1Brake Master Cylinders #1Coil Blocking Wires #1Connectors & Joiners #1Diodes #1Fuel Caps #1Fuel Pumps #1Nuts & Bolts #1Vehicle Door Lock Actuators #1Washers #1air ducting #1Crimping Tools #2Heater Controls #2Relays #2Tube Bends #2Wiper Arms #2Wiper Systems #2precision engineered #2
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