Clean fitment data comes before any ad.
Every part has to say which vehicles it fits, and that information usually starts in a supplier file, often in the industry's ACES and PIES formats. By the time it reaches a Shopify store, the file often has missing years, makes spelled several ways and part numbers stuck in the title. Each gap is a part that won't show up for a vehicle it fits.
So we fix the data before we spend on ads. Years become ranges, each make and model gets one spelling, and trims and positions (front, rear, left, right) get their own fields. Part numbers move to their own field too: the MPN, or manufacturer part number, which Google uses to identify each product. The result is one clean catalog in Shopify, and every vehicle search, Shopping ad and email draws on it. More in product feeds.
- Years, makes, models and trims in consistent fields
- Part numbers in their own field, where Google looks for them
- One clean catalog behind the store, the ads and the emails