Product matching for retail
Know what each customer needs before they ask.
Fewture matches your product catalogue to individual customer profiles in real time. Less friction at checkout. More of the right products in each basket.
How it works
Connect any storefront
Shopify stores sync via webhooks — new products appear automatically. Any other storefront gets a one-script embed: paste a tag, no build step, no framework dependency.
Define customer profiles
Tell Fewture what matters for your vertical: age, breed, skin type, dietary needs. You control the signals. We score against them.
Get matched products
Pass a profile at checkout, quiz completion, or subscription renewal. Fewture returns a curated, ranked basket in under 300ms.
Simulator
Store Simulator
Customer profile
Matched products
277 products evaluated · 12ms
Verticals
One engine.
Every category.
Verticals are schema-driven. Adding a new category takes a JSON definition, not a new integration.
Built for production
Real-time catalogue sync
Shopify webhooks keep your product data current. Matching always runs on live inventory — no stale cache, no manual refresh.
Tunable match weights
Weight each signal differently: breed fit, allergen safety, age range. Adjust from the admin UI, no deploy required.
A/B weight experiments
Run two scoring configurations simultaneously with configurable traffic splits. Compare AOV, conversion, and basket composition.
Multi-tenant by design
One instance, many stores. Each merchant has isolated catalogue data, independent weight configs, and per-tenant team access.
AI-assisted cataloguing
Select products, generate LLM tag suggestions, review per attribute, accept or override. Accuracy is tracked over time so the signal improves as you use it.
Embeddable widget
One script tag. The recommendation widget runs in a Shadow DOM — no React, no build step. Brand colours and fonts load from your merchant config at mount time.
Ready to see it on your catalogue?
Try a live match against a real catalogue now, or book a session and we'll run it against yours.