Money, pricing & unit economics

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

The short answer

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.

A quick summary to orient you. The real value is below: the resources worth your time, from people who've actually done it, not us.

Here are the resources

Hand-picked from around the web, each with a note on why it earns your time. India-specific ones carry a badge.

4 resources 2 India-specific 4 link-checked Watch Read

Watch

▶️ Video
✓ Link checked India Free Beginner

Why we picked it 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

Read

📄 Article
✓ Link checked Free Beginner

Why we picked it 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
📄 Article
✓ Link checked India Free Intermediate

Why we picked it 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

Why we picked it 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

People also ask

How do I calculate CAC, and what's the difference between blended CAC and new-customer CAC? Blended CAC divides all acquisition spend by every new customer (including organic, referral and repeat-driven traffic); new-customer paid CAC divi... Intermediate 3 resources → What does a healthy CM1 / CM2 / CM3 actually look like for an Indian D2C brand? Rules of thumb for Indian D2C: aim for CM1 (gross) of 60%+ so there's room to absorb the ecosystem tax, CM2 comfortably positive after shipping, RT... Intermediate 4 resources → My revenue keeps growing but I'm still losing money. Why does that happen? Growth hides a broken unit economics model: if your CM3 per order is negative, every additional order digs the hole deeper, and topline just makes ... Intermediate 4 resources → How do I factor RTO, returns, COD, shipping and discounts into my true margin? These are the silent margin killers that live inside CM2, and in India they're brutal: COD orders can cost 50-100% more to serve, RTO on COD often ... Intermediate 4 resources → What's a good LTV:CAC ratio, and when is my D2C brand actually profitable? Compute LTV on contribution profit (not revenue), and the classic benchmark is a 3:1 LTV:CAC with CAC payback inside roughly 3-6 months; below ~1:1... Intermediate 4 resources → How do I model my D2C unit economics in a spreadsheet, and how many orders do I need to break even? Build one row per order: net price after discount, minus COGS, shipping, packaging, payment fee, an RTO/returns allowance and allocated CAC - that ... Beginner 4 resources →

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