Industry · retail
Underwriting MCAs in Retail & e-commerce
Retail and e-commerce merchants settle daily through card processors and online marketplaces, producing a deposit pattern where platform diversification and chargeback visibility are signature traits of the segment.
Key takeaways
- Daily card-settlement cadence.
- Marketplace payouts (Amazon, eBay, Etsy, Shopify) are common revenue sources.
- Chargebacks visible as outflows.
- Seasonality is meaningful — Q4 spikes are normal.
- Inventory-related outflows are part of the operating mix.
How underwriting differs
A retail merchant typically diversifies across two or three card processors plus one or two marketplaces. That structural diversity differentiates retail from restaurants, which often rely more heavily on one POS platform.
Chargebacks are visible as outflows in retail in ways they rarely are in other segments. The chargeback ratio is itself a soft underwriting signal.
Q4 seasonality is meaningful. Looking at retail in November and December alone overstates run-rate revenue; ignoring Q4 understates it.
Common deposit signatures
| Type | Pattern |
|---|---|
| Card settlements | Daily batch settlements from card processors. |
| Marketplace payouts | Periodic deposits from Amazon, eBay, Etsy, Shopify, and similar platforms. |
| Direct ACH from customers | For B2B retail, direct customer payments via ACH with invoice references. |
| Inventory-related outflows | Wholesale supplier payments, often to recognized vendor entities. |
Common fraud patterns to watch
Marketplace-mimicking lender deposits
Lender deposits described to mimic a payout from a familiar marketplace.
Pre-application inventory shuffling
A surge of inventory-related outflows and inflows creating apparent activity ahead of a loan application.
Chargeback masking
Chargebacks reclassified or routed away to avoid visibility on the underwriting statement.
What underwriters watch for
- Are platform deposits consistent across the period?
- Is the chargeback ratio within acceptable bounds for the sub-segment?
- Do inventory outflows resolve to known suppliers?
- Is Q4 seasonality reflected appropriately in run-rate calculations?
How Vyaso handles retail & e-commerce
Vyaso recognizes retail-specific revenue patterns: marketplace deposits are positive revenue signals, chargebacks are tracked as outflows in their proper category, and seasonality awareness applies to period-comparison analysis.