Skip to main content
AI Prompt Template

Automotive: Fitment & Spec Attribute Extractor

Pulls structured fitment and technical attributes from the product data.

Automotive
Technical Description
Pro
Product Attributes

The Prompt

Extract and normalise the buyer-critical attributes for {product_name} from {specifications}/{description}, prioritising fitment and technical facts: compatible makes/models, year range, part/OEM reference numbers, OEM vs aftermarket, material, fitment type, and included contents. Use only values present or unambiguously implied in the data - never fabricate a compatible model or part number. Prefer precise, consistent value formatting a shopper can match to their vehicle, and leave an attribute out rather than guess it.
Try this prompt with your products

Example Output

Example
Product:Ridgeline RB-4410 Front Ceramic Brake Pad Set

Aftermarket front-axle ceramic brake pads, part no. RB-4410, fits Corvan Trekker 2016-2021 and Corvan Atlas 2018-2021, set of 4 pads with wear sensors and anti-squeal shims

Part number: RB-4410 Part type: Brake pad set Position: Front axle Compatible vehicles: Corvan Trekker; Corvan Atlas Year range: Corvan Trekker 2016-2021; Corvan Atlas 2018-2021 OEM or aftermarket: Aftermarket
Sign up to view complete AI-generated examples

Example only: written for an invented product to show what this prompt produces.

How to Use This Prompt

1

Sign Up Free

Create your account in seconds

2

Import Products

CSV, API, or connect your store

3

Apply Prompt

Select this prompt template

Generate & Export

AI content in seconds