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Writing
What we have worked out so far.
Notes on cart recovery, channels and where automation stops being enough. Sourced, and specific to Shopify.
- ·4 minWhatsApp vs. Email for Cart Recovery: Why the Data Says Use Both, Not Pick OneWhatsApp open rates dwarf email, but switching outright is still bad advice. What the data actually supports for Shopify cart recovery.Read
- ·4 minAI Employees vs. Shopify Flow: What's Actually Different (and When Flow Still Wins)Shopify Flow runs a fixed if-then rule. An AI employee decides whether acting is the right call at all. Where the two genuinely diverge — and where Flow still wins.Read
- ·4 minWhy Most Abandoned Cart Emails Never Get Read, And What the Data Says Actually WorksKlaviyo benchmark data across 143,000 flows shows the average abandoned-cart open rate hides the real story. What separates the top 10% from everyone else.Read