Fix the DIY vocabulary problem: turn a customer photo into the right parts - grounded in your catalogue.
Snap-to-Cart is an API-first assistant for parts discovery. In a no-cost pilot, we'll work together to learn how Snap-to-Cart fits into your product, integrate a first use case, and validate impact.
- Reduce "I don't know what it's called" drop-offs by mapping photos and intent to catalogue items.
- Improve basket completion with the right compatible parts, tools, and variants.
- Pilot-ready: fast integration on a catalogue slice, full founder support, measurable results.
No-cost pilot, full focus
Pilot
Together we'll learn how Snap-to-Cart can be integrated into your product.
What you get
- A working integration for one use case (starting with bike repair).
- Tailoring to your catalogue and UX constraints.
- A joint measurement plan (conversion + basket completion as primary hypotheses).
What we need
- A limited catalogue feed/slice (or staging access).
- One technical point of contact and one product owner for a weekly sync.
Problem
Customers often can't name the exact part they need - especially in DIY, bike repair, home improvement, and auto self-repair. That leads to null searches, wrong purchases, and lost orders.
How it works
Customer provides photo + intent
A customer shares a photo and a short description (starting with bike repair).
Clarify only when needed
Snap-to-Cart asks 1-3 clarifying questions to resolve ambiguity.
Return catalogue-grounded results
You receive exact items, compatible variants, and suggested additions - via API.
Use cases
Bike repair
From a photo to the right replacement part and compatible variants.
Home improvement
Translate a DIY task into the parts, tools, and consumables needed to finish it.
Auto self-repair
Identify the correct component for a repair task - grounded in the shop's catalogue.
Features
- Catalogue-grounded outputs (no generic recommendations).
- Clarifying questions to resolve ambiguity.
- Compatibility and variant reasoning (sizes, standards, fit).
- Basket completion suggestions (tools, consumables, complements).