Writing on growth & messaging
Practical essays, frameworks, and lessons from managing enterprise messaging channels at scale. No fluff — just what works.
How to Calculate WhatsApp Business ROI (The Framework Enterprises Actually Use)
Most brands can't prove WhatsApp Business ROI because they're measuring the wrong things. Here's the exact framework I use with enterprise clients to calculate, present, and improve messaging channel ROI — with real benchmarks.
Why Most Brands Fail at WhatsApp Business
Brands invest heavily in WhatsApp Business API but treat it like a broadcast channel. Without conversational design, journey mapping, and engagement analytics, they're paying per message for spam.
The Enterprise Messaging Health Score: A Framework
How to build a customer health score for your messaging channels — tracking delivery, engagement, response patterns, and early churn signals. A practical framework you can implement this week.
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