Understanding ACES and PIES for Shopify merchants
A plain-English guide to the two data standards behind automotive parts ecommerce — and what they mean if you sell on Shopify.
Read postBlog
Notes from the parts-on-Shopify trenches.
Practical writing for parts manufacturers and automotive retailers selling on Shopify. Fitment, data, operations, and the occasional opinion.
Subscribe via RSS.
Why YMM search is the difference between a parts store and a Shopify store
Year-Make-Model search isn't a nice-to-have for automotive parts — it's the only way most shoppers know how to find the right product.
Read postSee with your data.
We'll run a short demo against a sample of your ACES/PIES file, ShowMeTheParts feed, or CSV so you can see real fitment results before you decide.