D2C looks like the best channel on paper: no distributor margin, no retailer margin, no platform commission. You keep the whole MRP. Then you run Meta ads for a month and discover where the margin actually went. For food brands specifically — low ticket sizes, heavy products, thin novelty — D2C economics are unforgiving, and the brands that survive are the ones that measure them honestly from the first order.
Work down from what the customer pays, in this order. Each level answers a different question about your business:
A snack brand selling a 4-pack combo at ₹599 with free shipping, acquired through Meta ads:
| Line | Amount (₹) | % of order |
|---|---|---|
| Order value (incl. 5% GST) | 599.00 | 100% |
| GST remitted | −28.52 | 4.8% |
| COGS (product + primary packaging) | −195.00 | 32.6% |
| Shipping box + filler | −18.00 | 3.0% |
| CM1 | 357.48 | 59.7% |
| Courier (500g–1kg, surface) | −75.00 | 12.5% |
| Payment gateway (2% + GST) | −14.14 | 2.4% |
| CM2 | 268.34 | 44.8% |
| CAC (blended paid, first order) | −350.00 | 58.4% |
| CM3 (first order) | −81.66 | −13.6% |
This brand loses ₹82 acquiring a customer and makes ₹268 on every repeat order. The entire business now hangs on one number: how many customers come back, and how fast. At a 30% 90-day repeat rate, the average acquired customer is worth roughly ₹268 × 0.3 ≈ ₹80 of repeat contribution within the quarter — barely break-even. At 45%, the machine compounds. Below 20%, the brand is renting revenue from Meta.
Compare your per-unit P&L across D2C, distributor, and marketplace channels side by side.
Open Profit Margin Calculator →Blending organic into CAC too early. Dividing total ad spend by total orders — including orders from friends, family, and Instagram followers you already had — makes CAC look great for exactly three months. Track paid CAC (spend ÷ paid-attributed first orders) separately, because that's the number that governs whether you can scale spend.
Ignoring discounts. If every first order carries a WELCOME15 code, your real AOV is 15% lower than your dashboard says. Compute contribution on net realized revenue.
Treating LTV as a 24-month projection. A pre-seed brand quoting 24-month LTV:CAC of 4:1 has 4 months of data and 20 months of hope. Use 90-day contribution payback as the operating metric: did this cohort return its CAC within the quarter?
Forgetting fixed costs exist. CM3 positive doesn't mean profitable — it means each order stops digging. Salaries, agency retainers, tools, photoshoots, and FSSAI/compliance costs sit below the ladder and typically need lakhs of monthly contribution to cover.
For most Indian food brands, pure-play D2C is a phase, not a destination. It's the channel where you learn the customer, test SKUs weekly, and build the repeat base and reviews that make quick commerce and general trade negotiations easier. The margin structure comparison across all channels is covered in our distributor margins guide — the punchline is that every channel takes 25–40% one way or another; D2C just lets you choose whether that spend builds a brand asset (your customer list) or a platform's.