Photo in, right parts out. Grounded in your catalogue.
Snap-to-Cart turns a customer's photo and short description into a compatible, catalogue-grounded shopping list — through targeted clarification, not keyword guessing.
- Maps photos and intent to your actual catalogue items
- Resolves compatibility, variants, and sizing automatically
- Pilot-ready in 2–4 weeks with measurable results
No-cost pilot
Start with a focused pilot
We integrate Snap-to-Cart on a slice of your catalogue, measure impact together, and iterate with full founder support.
What you get
- Working integration for one use case
- Tailored to your catalogue and UX constraints
- Joint measurement: conversion + basket completion
What we need
- A limited catalogue feed or staging access
- One technical and one product contact for weekly sync
Demo
See it in action
Photo upload → clarifying questions → catalogue-grounded results.
Try the live demo →Challenge
The vocabulary problem
Your customers know what they want to fix — but not what to search for. The gap between their language and your catalogue creates real cost.
Null searches
Customers type what they see, not your SKU names. Searches return nothing.
Wrong purchases
Without guidance on fit and compatibility, wrong parts get ordered — and returned.
Abandoned carts
Uncertainty about whether parts are correct or complete drives customers away.
Process
How it works
Capture intent
The customer shares a photo and a short description of what they want to do.
Clarify when needed
Snap-to-Cart asks 1–3 targeted questions to resolve ambiguity — sizes, standards, compatibility.
Deliver catalogue results
You receive exact items, compatible variants, and suggested additions — all from your catalogue, via API.
Verticals
Built for parts-heavy verticals
Bike repair
From a photo of a broken derailleur to the right replacement — with compatible chain and cassette.
Home improvement
A DIY project becomes a complete parts list: fittings, tools, and consumables.
Auto self-repair
Identify the correct component for a repair — cross-referenced against your catalogue.
Capabilities
Core capabilities
Catalogue-grounded
Every recommendation maps to real items in your inventory. No generic suggestions.
Smart clarification
1–3 targeted questions resolve ambiguity before recommending — not after.
Compatibility logic
Sizes, standards, threading, and fit are checked across recommendations.
Basket completion
Suggests tools, consumables, and complementary items for complete orders.
Ready to see it work on your catalogue?
Book a 45-minute call with founder Tim Klausmann. We'll walk through the demo, discuss your use case, and scope a no-cost pilot.
Book a pilot call