Field notes from the businesses we work with: what actually moves sales on WhatsApp, what AI can and cannot do yet, and how to read your own numbers.
We logged 4,200 enquiries across nine retailers for a month. The pattern was blunt: reply speed, not price, decided who won the order. Here is the data and what we changed.
Read the study
Every extra minute of silence costs you a measurable share of the order. The numbers behind it.
Margin leaks, dead stock and quiet churn hide in plain sight. Start with these five queries.
How we structure tiers, stock rules and approval limits so the agent never undersells you.
Four escalation rules that keep customers calm and your team out of routine questions.
What we automated first, what broke, and where the owner still had to step in.
Malaysian customers mix languages mid-sentence. Your agent's tone rules have to as well.
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