Method choice may not fit user habits
If the payment page does not put the local methods users trust most in front of them, a lot of drop-off happens before they even really attempt payment. It looks like payment failure, but the real problem is method fit and payment guidance.
Order-state logic may be unclear
If success, processing, failure, and timeout states are not clearly separated, both the system and the user can misread the payment result. Many orders that look like failures are actually cases where status synchronization has not caught up in time.
Callback delay creates confusion
Late callbacks, duplicate notifications, and weak idempotency handling all make payment status harder to trust. Callback handling is often the real test of payment stability.
Weak networks and peak traffic amplify risk
India payment flows often depend on mobile-network conditions. Without retry and repair logic, weak networks and high traffic periods can sharply raise the visible failure rate.
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