Payment Failure Playbook — Recover 15–30% of Lost Revenue
Why Indian checkouts fail and the retry, routing, and UX fixes that recover them.
1. Diagnose Before Fixing
Segment failures by method (UPI vs cards), bank, amount slab, and time of day. Most stores discover one segment — often a single bank's UPI — causes half their drops.
Distinguish user-abandoned (closed app) from gateway-failed (error returned). Only the second bucket is recoverable by engineering.
2. Retry & Routing
Smart retries with idempotency keys rescue transient failures invisibly. Multi-gateway routing shifts traffic from degraded rails automatically — single-gateway stores have no fallback when their PG has a bad hour.
Save instruments (tokens, UPI IDs) so repeat buyers skip re-entry — the highest-ROI single change for D2C.
3. UX That Forgives
Failure screens must offer one-tap retry with the same cart intact, plus an alternate method suggestion. Every dead-end error page is abandoned revenue.
COD-confirmation for high-ticket orders and address validation at entry prevent the failures that retries cannot fix.
Frequently asked questions
What recovery rates are realistic?
15–30% of gateway-failed transactions via retries, routing, and UX fixes. User-abandoned carts need WhatsApp/email recovery separately.
Single or multi-gateway?
Above ~₹10L monthly GMV, dual-rail pays for itself in both resilience and routing optimisation.