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Product · Coming soon

Auto parts catalog data, fixed fast.

FastFitment is our product for ACES and PIES: the files that tell retailers and marketplaces which vehicles your parts fit and what they are. It is coming soon.

Coming soonA product of Chadha Labs

FastFitment

Auto parts catalog data, fixed fast.

ACES is the standard file that says which vehicles a part fits. PIES describes the part itself. Retailers and marketplaces reject listings when either is wrong. FastFitment will build, convert and check both.

At launch

  • 01

    Convert ACES and PIES in minutes

    Send your ACES and PIES files and get them converted in minutes. Output at launch is ACES 4.2 and PIES 7.2, with more versions on the roadmap.

  • 02

    Catalog health score

    Grades your catalog and shows missing fitment, invalid vehicle combinations, duplicates and conflicts, part by part.

  • 03

    Done for you builds

    Only have raw spreadsheets? We build the ACES and PIES files for you.

In development Beta

  • Agentic part researcher

    Beta

    Researches part numbers across vetted sources, compares images and drawings, and proposes expanded fitment with sources and confidence. A person approves every change.

  • MCP connectors

    Beta

    Use FastFitment from inside Claude, ChatGPT and Gemini.

Questions

Before you ask

Is FastFitment available today?
Not yet. FastFitment is coming soon. Ask for early access and we will reach out as soon as you can use it. If you need ACES or PIES work now, we can do it as a project.
What are ACES and PIES?
ACES is the auto care industry standard for fitment: which vehicles a part fits. PIES is the standard for product information: dimensions, descriptions, images and more. Retailers and marketplaces use both to accept and list parts.
Which versions will it output?
ACES 4.2 and PIES 7.2 first. More versions are on the roadmap.
Do I need clean data to start?
No. If you only have raw spreadsheets, the done for you option builds the files for you.