Everything a merchant (or a reviewer) needs in one place.
OCOMX compiles demand validation into a six-node pipeline:
| Node | What it does |
|---|---|
1 · Insight | Paste product reviews (EN/CN) → TF-IDF cosine clustering extracts unmet-demand clusters, each with a design proposal and render prompt. |
2 · Render | AIGC product renders with no prototypes (mock / ComfyUI / Ray providers). |
3 · Deposit | Deposit block on the product page (theme app extension + App Proxy); buyers pay through your Shopify checkout. |
4 · Hedge | Threshold reached → SUCCESS; timeout → MITIGATE (delist + full refunds). Persisted state machine, resumes after restart. |
5 · PO/BOM compile | First purchase order sized at deposits × safety factor (default 1.75), MOQ and lead-time (+18 days) constraints applied. |
6 · M2H voice | Twilio voice chasing for factory/buyer nodes; DRY-RUN when no numbers are configured. |
https://ocomx.com/auth/callback.orders/create (deposit ledger, idempotent by order id), app/uninstalled (token + record cleanup), products/update (product state sync)./api/health reports service, frontend contract and tunnel status; a supervised daemon restarts the service and pages an out-of-band alert channel on failure.Support and review communication: [email protected].