Can I set minimum margin thresholds for discounts?
Muhammed Tüfekyapan
Founder & CEO
TL;DR - Quick Answer
Complete Expert Analysis
Cohort Analysis for Discount Campaigns
Cohort analysis groups customers by when they were acquired and tracks their behavior over time. For discount campaigns, it answers the most important question: are these customers building long-term value or one-time buyers?
Key Cohort Questions
- 30-day repeat rate: Did discount customers buy again within the first month? (Indicator of product-market fit)
- 90-day AOV trend: Are subsequent purchases at full price, similar AOV? (Indicator of price sensitivity)
- 180-day cumulative LTV: Does cumulative revenue exceed CAC by 2x+? (Indicator of program profitability)
- Discount redemption frequency: Are these customers waiting for discounts before each purchase? (Indicator of discount dependency)
Building the Cohort in Shopify
- Tag all first-purchase discount customers via Shopify Flow: "gs-cohort-[month-year]"
- Export customer order history filtered by tag from Shopify Admin
- Build cohort table in Google Sheets: rows = cohorts, columns = months 1-12, values = cumulative revenue per customer
- Compare across cohorts to see if optimization over time improves LTV
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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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