Explore proven customer segmentation strategies for ecommerce including RFM analysis, behavioral segmentation, and value-based segments that drive personalized marketing.

5 quick wins that cut ecommerce churn within 30 days - plus the data-driven framework to keep reducing it. Most brands miss #2 and #4.

Median DTC retention is 27%; subscription brands hit 65-80%. Get the exact benchmarks for your category, AOV band, and business model - plus the calculation gotcha that moves the number 15%.

DTC brands spending $10K-$500K/mo on Meta Ads are switching to AI automation. See how they cut wasted spend and improve ROAS without losing control.

Creative fatigue tanks ROAS 20-40% in days. The 4 leading indicators (frequency, CTR decay, CPM drift, conversion lag), the math behind each, and the refresh cadence that prevents it.