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Money, pricing & unit economics

What is contribution margin for a D2C brand, and what do CM1, CM2 and CM3 mean?

Contribution margin is what's left from an order after the costs that move when you sell one more unit; in Indian D2C the convention is to stack it in three layers. CM1 = net revenue minus COGS (your product margin), CM2 = CM1 minus fulfilment, shipping, payment fees and returns/RTO (your operating margin per order), and CM3 = CM2 minus marketing/ad spend (what actually contributes to fixed costs and profit). Gross margin lies to you; CM2 and CM3 tell you whether order number one makes money.

Go deeper

4 resources, 2 India-specific, 4 link-checked.

📄 Article
✓ Link checked Free Beginner

The cleanest plain-English starting point from the platform most Indian D2C brands actually run on. It nails the core idea - contribution margin is what's left after the variable costs of selling one more unit - and gives you the formula before you get lost in CM1/CM2/CM3 jargon.

What Is Contribution Margin? Definition and Guide

From shopify.com by Shopify

  • Contribution margin = revenue minus the variable costs of producing and selling a unit.
  • It tells you how much each sale contributes to fixed costs and profit, unlike a flat gross-margin number.
  • Use it per product and per SKU to see which items actually make money at scale.
Open shopify.com
▶️ Video
✓ Link checked India Free Beginner

An Indian CA breaking down the exact CM1/CM2/CM3 framing that Indian founders and investors use in board meetings and Shark Tank pitches. Short, rupee-native, and the fastest way to internalise the three-layer stack the rest of this category assumes you know.

Contribution Margin - CM1, CM2, CM3 | Startup

On youtube.com by Sarthak Ahuja

  • CM1 strips out COGS and direct selling costs; CM2 adds fulfilment/logistics and direct marketing; CM3 nets out the rest of marketing.
  • Indian startups report profitability in these layers, not just gross margin.
  • CM2 is often the most decision-useful layer for D2C because it captures ad spend.
Watch on YouTube youtube.com
📄 Article
✓ Link checked India Free Intermediate

A reference list broader than just CM1/CM2, useful once you've got the basics down and want to know what an actual CFO would track for a scaling Indian D2C brand.

D2C Unit Economics: 16 Metrics Every E-commerce Startup Should Know

From CFO Matrix

  • Covers 16 metrics beyond the basic gross/contribution margin pair
  • Written from an outsourced-CFO perspective for scaling Indian brands
  • Good checklist to benchmark your own dashboard against
Open cfomatrix.in
📄 Article
✓ Link checked Free Intermediate

The best worked-example explainer for actually doing the math: Net Sales minus product cost, shipping, payment fees, fulfilment and allocated ad spend, computed across orders and SKUs. It shows you the arithmetic rather than just defining the term.

Contribution Margin Formula for Ecommerce (With Real Examples)

From storehero.ai by StoreHero

  • Contribution margin = Net Sales - Product Cost - Shipping - Payment Fees - Fulfilment - Allocated Ad Spend.
  • Allocating ad spend to orders is where most brands' contribution margin quietly turns negative.
  • SKU-level contribution margin reveals which products can carry ad spend and which can't.
Open storehero.ai

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