AI module Parts Finder
Parts Finder
Customers knew what they needed in normal language. The catalogue wanted exact product and fitment logic (does this actually work with what you have).
Built from a real problem Parts Finder
The work behind the module.
I built a product-finder layer that reads messy customer intent against verified fitment data, then returns a recommendation the data can defend.
Technical products get a safer buying path. The customer can ask like a human, and support gets fewer cleanups from bad guesses.
It reads the source material and handles the repeatable work, then stops for review before judgement or money gets involved.
“It’s an onsite search bar on steroids. And even better—it also sources the exact product link the customer needs.”
Bring the messy version. I’ll tell you where I’d start.
The FOMO, the half-built experiment, the broken workflow, or the grand idea—bring that. We’ll shape the first build from there.