Restock-cadence prediction API · For flippers & resellers
Our drop-detectors have been logging real in/out-of-stock events across six collectible niches — TCG, LEGO, Funko, keebs, vinyl, aquarium livestock — building a restock-cadence archive that didn't exist before we started watching. This API turns that archive into a per-item next-restock-window prediction, with an honest confidence score, so resellers can stop refreshing and start timing.
See pricing API docs →What you get
From the item's real in→in / out→in cadence: a start–center–end window for the next likely restock.
HIGH / MEDIUM / LOW / INSUFFICIENT, scored on observed event count, history depth, and regularity. We tell you when not to trust it.
Per-niche ranking of items by how often they restock — find what's worth camping before you spend a prediction call.
Honest demand read
Flippers have real, demonstrated willingness to pay for any timing edge, and structured restock intelligence is underserved — the herd builds buyer-facing alert apps, not seller tools. The honest caveats: (1) accuracy scales with archive depth, and our restock history is actively accruing — many items are still in the LOW / INSUFFICIENT confidence band today, and the API says so plainly rather than guessing. (2) When an item lacks enough events, the call degrades to a structured restock-tracker instead of a fake prediction. As the archive deepens, confidence rises. Every number is computed from real logged stock events — nothing is mocked.
Pricing & API →Built on the DropWatch drop-detector archive (real Shopify stock-flip history). This is the flipper/API twin of the merchant-facing Restock Radar predictor. · Developers · x402