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Do Discount Customers Become Profitable? A 90-Day Ecommerce Cohort Analysis

An ecommerce cohort analysis groups customers by when and how they were acquired, then tracks what they do next at equal ages. It is the only honest way to a...


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LTV:CAC Ratio for Ecommerce: What's Healthy and How to Measure It Honestly

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GA4 vs Shopify vs Ad Platforms: Why Your Revenue Numbers Never Match

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Marginal ROAS: How to Know When to Stop Scaling on Cyber Monday

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Is Meta Taking Credit for Your Black Friday Regulars? New vs Returning Customers in Ad Reports

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