Can I run A/B tests on cart recovery offer timing?
Muhammed Tüfekyapan
Founder & CEO
TL;DR - Quick Answer
Complete Expert Analysis
Key Performance Indicators for Cart Recovery Programs
Measuring the right metrics ensures your optimization efforts focus on what actually drives business results. Too many recovery programs optimize for conversion rate alone, missing the margin and LTV dimensions that determine true program value.
Primary Recovery KPIs
| KPI | Formula | What It Shows |
|---|---|---|
| Recovery rate | Recovered carts / Total abandoned carts | Program reach and effectiveness |
| Revenue per visitor (RPV) | Recovery revenue / Visitors who saw offer | Net value of the recovery touchpoint |
| Net recovery revenue | Gross recovery - discount cost - tool cost | Actual profit impact |
| Average discount rate | Total discount given / Total recovery revenue | Discount efficiency (lower is better) |
| Recovered customer LTV | 12-month revenue from recovered customers | Long-term program ROI |
The Growth Suite Funnel Report provides recovery rate and revenue per visitor metrics for each campaign automatically. Export these monthly and combine with your Shopify discount report to calculate net recovery revenue. Track all five KPIs monthly for a complete view of program health and areas for improvement.
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With over a decade of experience in e-commerce optimization, Muhammed founded Growth Suite to help Shopify merchants maximize their conversion rates through intelligent behavior tracking and personalized offers. His expertise in growth strategies and conversion optimization has helped thousands of online stores increase their revenue.
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