Statistics 3 min read · Sep 30, 2026

Why Chat Converts: Numbers Every SMB Should Know

Response-time economics, COD confirmation lifts and catalogue conversion benchmarks.

An Indian customer reading a message on her phone at home

5 min

Golden window for first reply

-33%

Typical RTO cut with COD confirmation

1.6×

Chat basket vs walk-in basket

70%+

Target confirmation rate

Speed, Confirmation, Baskets

Three numbers run the chat-commerce P&L: how fast you reply, how many COD orders you confirm, and how big the basket gets in-thread.

Sources.

Lead-response management research plus observed DeskBees deployment patterns across Indian SMB pilots, 2024-25.

#statistics #conversion #cod #response-time
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