Add-on3 analyses included

COD Risk Analytics Package

Want to know how much COD refusals are really costing you?

Quantifies the cost of cash-on-delivery refusals — a structural margin drain in COD-heavy markets — and profiles exactly where the risk concentrates, by buyer, SKU and region.

Delivered as: Google Sheets workbook — COD risk scorecard plus a repeat-refuser blocklist you can act on immediately

Business questions it answers

What is COD really costing me?
Which SKUs and regions refuse most?
Are the same buyers repeatedly refusing?
Should I restrict COD on certain SKUs or areas?

What you gain

A defensible COD policy by SKU and region, and a repeat-refuser blocklist worth acting on immediately.

What you'll know

Your true COD refusal rate and its shipping cost, SKU and regional risk concentration, and the margin delta between COD and prepaid orders.

Analyses included

COD Refusal Risk Scoring

Repeat Refuser Detection

COD vs Prepaid Margin Delta

Data you'll need

Check you can export these before you buy. Not sure? Send us what you have and we'll tell you what's missing before any work starts.

Order-level delivery outcomes
Payment method flag per order (COD vs. prepaid)
Ship-to province or city per order
Shipping cost incurred on failed deliveries
Item cost per SKU

Works well for

COD-heavy marketsFragile or perishable goodsHigh-ticket itemsFurniture