See UFF in action

Two short videos. The first walks through the product end-to-end — installing, picking a posture, tuning signals, reviewing flagged orders. The second is a focused install-flow walkthrough for merchants evaluating the setup time.

Product overview

6 min 41 sec · merchant flow + customer flow + core features

The full tour: installing on a Shopify dev store, the post-install welcome screen, picking a posture (Minimal / Balanced / Strict), tuning per-signal weights, writing a custom JSON rule, and reviewing flagged orders in the queue with the signals that fired. Covers everything a merchant needs to evaluate the product.

Install walkthrough

2 min 2 sec · OAuth scopes + first-run experience

A focused look at just the install flow: the Shopify permissions screen showing the scopes UFF requests, redirect into the embedded admin, and what the merchant sees on first load before any configuration.

Want to see the methodology behind the scoring? Read the scoring methodology document — every signal, every weight, calibrated against 1.47M labeled fraud orders. Same inputs always produce the same output.