Andy Dunn on Medium:

Gross revenue – Returns = Net revenue – COGS = Product margin – Free shipping one or both ways = Gross margin – Customer service – Merchant processing fees – Photography – Non-shipping cost of fulfillment – E-commerce operations = Sort of contribution margin – Marketing & promotions = True contribution margin.

Why I never opened an online shop. It’s too tough out there.