Automate automotive shop data accuracy and fitment confidence
Clarify classification, condition, and fitment data so buyers find the right part and purchase with full confidence

What is automotive catalog intelligence and how does it work?
Automotive catalog intelligence ingests supplier feeds, teardown PDFs, VIN tables, and images; re-classifies parts, fills condition and fitment gaps, extracts hidden specs, and upgrades visuals, exporting a channel-ready catalog without touching live listings.
Automotive Catalog Intelligence Results
Parts re-classified in 8 h
Drop in fitment-error returns
Faster listing approval time
Why automotive catalog intelligence powers better catalog performance
Automotive catalog automation corrects classification, enriches condition and fitment data, upgrades visuals, and feeds pricing insight, turning salvage and aftermarket parts into accurate, trusted listings.
Accurate parts classification
Multi-signal AI places each item in the correct OE, aftermarket, or salvage taxonomy node
Condition transparency
Standardised grading (“A-Grade reclaimed”, “Factory refurb”, “Core-only”) builds buyer trust
Fitment confidence
VIN-level mapping links engines, trims, and years, slashing wrong-part shipments
Complete technical attributes
Auto-fills dimensions, materials, certifications, and torque specs from PDFs and images
Trust-building visuals
Cleans or generates high-resolution photos with damage call-outs and part-number overlays
Faster salvage onboarding
Bulk lots convert into searchable listings overnight without extra catalog staff
Ready to turn messy parts listings into a buyer-trusted catalog?
Request a free automotive sample and see the transformation before you commit
Ecommerce automations by industry
Automotive catalog intelligence ingests supplier feeds, teardown PDFs, VIN tables, and images; re-classifies parts, fills condition and fitment gaps, extracts hidden specs, and upgrades visuals, exporting a channel-ready catalog without touching live listings.
DIY
Fashion
Hardware & Electronics
General Marketplaces
Food & Beverages
Home & Deco
Industrial
Manufacturing
Pharmaceutical
Beauty and Cosmetics
Sporting goods
Automotive Catalog Intelligence
How will cleaner part data actually make buyers trust my listings?
When every product shows the right category, clear condition grade, and precise make-model-year fitment, shoppers stop guessing and start adding to cart. They can filter by engine size, body style, or trim and land on the exact part they need instead of scrolling through long lists of “maybe” matches. Detailed specs and call-out photos reassure buyers the item will fit the first time, which translates into more completed checkouts and fewer “does this work on my truck?” messages for your support team.
Will using catalog automation really cut down costly returns for wrong-fit items?
Yes. The platform maps each part to VIN-level fitment tables and flags any listing that lacks a critical compatibility tag. Because shoppers can filter by their car’s make-model-year with confidence, they order the correct component on the first try. Clients typically see return rates for “doesn’t fit” reasons drop sharply, saving money on two-way shipping, restocking work, and negative feedback that can hurt seller ratings.
How does this help me get new listings live faster on eBay Motors or Amazon?
Each SKU is checked against marketplace rules for category, image style, and required fields before you click publish. That means fewer rejection emails asking for a different photo angle or missing torque spec. Sellers that adopt the service often cut approval time from days to mere hours, so parts hit the storefront while shopper demand and auction prices are still hot, especially important for trending accessories or seasonal items like winter tires.
What kind of photo improvements will my customers notice after the clean-up?
Grease smudges, cluttered backgrounds, and harsh glare are removed automatically, and any damage spots receive clear red outlines so buyers know exactly what to expect. If pictures are missing, a crisp 3-D render based on original CAD files fills the gap until real shots are available. The result is a consistent, professional gallery, hero, close-up, and angle shots that match marketplace image guidelines and inspire confidence at first glance.
Can the system help me stay competitive on price without endless spreadsheet work?
Absolutely. Every six hours the service scans auction sites, salvage yards, and aftermarket stores to see how similar parts are priced and whether stock is running low. A dashboard highlights items where you’re above or below the going rate and shows potential margin impact. With that real-time snapshot you can raise prices on parts in short supply, offer discounts on slow-movers, and manage profit instead of reacting blindly to market swings.
How quickly will I notice operational benefits after sending my first batch of parts?
Most sellers start with a test file and see the before-and-after catalog within 24 hours, complete with cleaner titles, fixed categories, and upgraded photos. Once the full feed is turned on, large salvage lots of up to one million SKUs can process in a single overnight window. From that point forward, nightly micro-updates patch only the parts that changed condition or price, so your catalog stays fresh without another manual overhaul.
Automotive Catalog Intelligence
Pricing is based on the volume and complexity of your operations. Get a personalized quote tailored to your product catalog size, automation needs, and platform requirements