Shopify sorts a collection by one thing at a time: most selling, newest. Swift AI ranks every product on what it actually does — revenue, conversion, margin, stock health, and click-through adjusted for the position it was shown at — then keeps them in that order. Built for large catalogues: a re-sort costs one API call instead of twenty, so collections re-sort hourly, not once a day, with no small cap on how many you manage. Preview every change before it applies; roll back any run.

• Re-sorts hourly across hundreds of collections and 50,000+ product catalogues
• Rank on revenue, conversion, margin, stock health and position-adjusted CTR
• Preview the exact moves, roll back any run, guardrail against bad sync data
• Pin, hide, rank, bury, and limit how many products per vendor appear in a row
• A/B test two strategies with Bayesian analysis instead of p-value peeking