Automotive Catalog & Fitment Data Assessment
Find out exactly where your product and fitment data is costing you sales. Share a few details and an optional sample file. We return a written report that scores your catalog on fitment, attributes, taxonomy, standards readiness and channel readiness, with a prioritized list of what to fix first.
- Fitment gaps & validation issues
- Missing attributes by category
- Taxonomy & duplicate records
- ACES/PIES readiness
- Marketplace, SEO & AI-search readiness
- Prioritized fix list
Three Steps, No Pitch
What We Score
Applications, qualifiers, notes; holes, overlaps and invalid fits.
Required attributes by category and channel.
Part types, categories and duplicate records.
ACES/PIES version, reference-data alignment, receiver requirements.
Channel attributes, identifiers and compatibility format.
Fitment as text, schema, FAQs and crawlability.
Sample scorecard layout. Scores are illustrative.
Start Your Automotive Catalog Assessment
Takes about 3 minutes.
We use your data only to prepare your assessment. Privacy Policy
What you get
- A scored report across six dimensions
- Your top 10 fixes, ranked by impact
- A 30-minute walkthrough with an automotive data specialist
- No obligation and no sales pitch
Go Deeper on Visibility and Performance
Catalog SEO/GEO Assessment
How visible your catalog is in Google and AI assistants, and what’s holding it back.
Explore →Paid Ads Performance Assessment
How product data quality affects Shopping and Performance Max results.
Explore →Fitment Architecture Review
A focused review of how fitment is modeled, validated and published.
Explore →What does the assessment include?
A written report scoring fitment, attributes, taxonomy and duplicates, ACES/PIES readiness, marketplace readiness and SEO/AI-search readiness, plus a prioritized fix list and a walkthrough call.
Do I need to share data?
No. The basic assessment uses your answers and a review of public product pages. A sample file allows a deeper review.
How long does it take?
The form takes about 3 minutes. Report turnaround is confirmed when we receive your request.
Is this a sales call?
No. It’s a working review. If you want help fixing what we find, we can talk about that separately.
Who is it for?
Aftermarket manufacturers, distributors and retailers with fitment-heavy catalogs, whether you use a PIM today or not.
Start Your Automotive Catalog Assessment
Three minutes to start. A scored report and a clear list of what to fix first.