A mobile-first sourcing co-pilot for resellers operating in the field. Capture a photo of any item, receive identification, comp-backed pricing, and a buy-box recommendation before reaching the register.
The tool is designed for the moment of handling — when a reseller picks up an item in a thrift store, estate sale, or warehouse and needs to make a buy decision in seconds. A photo capture triggers the Reseller Intelligence API pipeline: item identification, 90-day sold comp data by condition tier, sell-through rate, price trend, and a calculated buy-box price at a target ROI.
Sessions accumulate items into a reviewable queue. At the end of a sourcing run, the reseller reviews each item with full comp data, marks keep or pass, and exports a summary. The ROI slider recalculates buy-box prices client-side in real time — no additional API calls required.
Sourcing decisions at scale are made without reliable data. Most resellers rely on intuition built over years of experience, or perform manual comp lookups that slow the sourcing process to a crawl. This tool puts market data at the point of decision — in the field, in the hand, before the item is purchased.
Progressive web app built on FastAPI with a mobile-optimized frontend. Photo compression happens client-side before upload — 800px max, 70% JPEG quality — to minimize latency on mobile connections. All intelligence is served through the Reseller Intelligence API; the co-pilot has no direct database access.
Session state is persisted through the API session layer, surviving page reloads and device switches. Access is currently alias-based for private beta participants. Magic-link authentication is planned for the paid launch.