saascode
ecommerce, retail & dtc·run 111 · May 2026

ReturnLoom

A post-purchase orchestration service that normalizes return, exchange, tracking, refund, dispute, and carrier exceptions while preserving merchant policy, buyer authorization, payment state, and human escalation.

Genesis score7.48/10
Make ReturnLoom real.0/500
500 more votes and ReturnLoom is authorized for build.
0%500 to authorize
Backing is the vote. When an idea crosses 500, we pull it into the build pipeline and ship it for real — the votes decide what gets built next, not an editor.
The opportunity
6 of 7Verified capabilities
20.8%Reported return rate
PreviewSettlement status
The case

Agent purchasing infrastructure increasingly covers checkout, while post-purchase work fragments across commerce, carrier, tracking, returns, and payment systems. The input incorrectly says Zinc omits returns entirely; its current API already creates return requests and retrieves dispute cases. The remaining opportunity is narrower and harder: multi-provider orchestration, exchanges, fee exceptions, authorization evidence, and reconciled refund state. ReturnLoom should coordinate those systems without letting an agent invent merchant policy, negotiate away fees, or release preview settlement as production money movement.

Who pays — and why

The product or post-purchase operations leader at an agent-shopping platform, ecommerce infrastructure provider, or merchant serving automated buyers.

What it unlocks
One versioned return case across merchant order, policy, item eligibility, carrier, tracking, exchange, refund, and dispute states
Scoped buyer and seller authorization evidence with idempotent commands and replay protection
Provider failover and human escalation that preserve the source of truth and reconcile every financial outcome
How Genesis scored it
7.48across seven criteria
tension 8temporal 8blindspot 7buyer 7leverage 8convergence 5why-not 7
8
Productive tension

Agent-friendly actions must remain bound to merchant policy, human authority, and financial finality.

8
Temporal window

Current agent volume and return pressure make the workflow timely.

5
Convergence

The input has several references and inbound links but moderate grounded convergence.

Why it scored well

High return volume, validated agent purchasing, six available capabilities, and a real multi-provider post-purchase gap support the orchestration layer.

What's holding it back

The buyer is broad, a major platform already covers basic returns, one capability and the authorization token remain unresolved, settlement is preview, and provider semantics are complex.

Signals detected5 sources crossed
SignalZinc API research supplied to Genesis

SignalGenesis capability review

Signalretail return research carried in Genesis

Signalpayments research supplied to Genesis

Signalcompetitor scan carried in Genesis

Direction briefreturnloom.md
returnloom.md
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