Gross Margin for E-commerce at Series B
About This Metric
Revenue minus cost of goods sold, expressed as a percentage. For SaaS, this is typically 70-85%.
Higher is better · Unit: percentage
How to Improve
Ehsan's Analysis
E-commerce gross margin benchmarks (40-60% for most categories) hide the metric that actually determines business viability: contribution margin after fulfillment. Take a $50 product with 60% gross margin = $30 gross profit. Subtract $8 shipping, $3 packaging, $2 returns processing (assuming 20% return rate at $10 cost), and $1.50 payment processing. Contribution margin = $15.50, or 31%. Now subtract $25 CAC and you are underwater on the first purchase. This is the DTC math that killed dozens of venture-backed brands. The brands that survive (Warby Parker, Allbirds at scale) got contribution margin after fulfillment AND acquisition above 15%, which requires either premium pricing, owned retail, or repeat purchases within 60 days. Every e-commerce founder should tape their contribution margin after fulfillment to their monitor. It is the only margin number that matters.
Ehsan Jahandarpour
AI Growth Strategist & Fractional CMO · Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations