Supply Chain · sub-niche
Returns + reverse logistics.
Reverse-logistics workflow + automation for retail + e-commerce returns.
One-quarter buildHot — multiple deals per month
Why now
Returns are 15-30% of e-commerce. Reverse logistics is the leakiest workflow.
What the signal looks like
Repos with WMS / TMS adapters, return-policy engines, and refurbishment / liquidation integrations.
Public examples
We name publicprojects + categories only — never founders we track inside the paid product. The buyer’s edge stays inside the product.
- Optoro shape
- ReturnGO / Loop Returns
- Open-source returns-logistics libraries
What this displaces
A returns pile in the warehouse + manual refurbishment.
Our build-vs-invest call
Vertical wedge. The moat is the policy engine + the refurbishment network + the integrations.
Common questions about this niche
- Buyer?
- DTC + mid-market e-commerce + retail.
- Pricing?
- Per return processed.
- Defensibility?
- Workflow + integrations.
More inside Supply Chain
- Shipment tracking aggregators — Track shipments across 100+ carriers — sea, air, land, parcel.
- Trade finance rails — Letter-of-credit + invoice-finance + cross-border-payments rails for SMB importers + exporters.
- Customs automation LLMs — HTS classification + customs-documentation + duty-calculation LLMs.
- Freight broker SaaS — TMS + load-board + carrier-management for freight brokers.