Unit Economics Dashboard for D2C Brands: SKU, Return and Logistics Truth
D2C brands do not fail only because of bad products. They fail because returns, logistics and discounts quietly eat margin.
Use the CAGR and XIRR Return Calculator to apply these points to your figures or facts.
Why this can go viral
Detailed analysis
A D2C dashboard should show SKU-level revenue, COGS, discount, marketplace fee, logistics, COD failure, returns, damage, payment fee and repeat purchase economics.
Practical example
Brand shows 55% gross margin but after returns, COD failure and marketplace fees, contribution is only 12%. Finance cuts low-margin SKUs and changes free-shipping threshold.
Evidence and control checklist
| Area | What to check | Evidence to save |
|---|---|---|
| Definition and owner | Define D2C unit economics, owner, source system and review frequency. | Metric dictionary, owner matrix and version log. |
| Source data | Books, bank, CRM, payroll, billing, contracts or statutory filings used. | Source extracts and reconciliation sheet. |
| Computation logic | Formula, assumptions, exclusions and period consistency. | Working paper and CFO sign-off. |
| Decision impact | How the output affects pricing, hiring, spend, funding or compliance. | Management note and action tracker. |
| Diligence evidence | Whether an investor/auditor can verify the number independently. | Indexed folder with contracts, reports and approvals. |
For the connected rule, example or next step, see GST Registration for D2C Brands Using Warehouses in Multiple States.
Common mistakes
- Using MRP instead of net realised price.
- Ignoring returns and RTO.
- No SKU-level margin.
- Marketplace fees excluded.
- No cohort repeat purchase view.
Official reference framework
Based only on official India Code, Startup India, RBI, Income Tax Department, MCA and ICAI source pages listed below. Check latest law, forms, accounting standards and professional advice before execution.
Official sources used
This article is source-limited to official India Code, Startup India, RBI, Income Tax Department, MCA and ICAI material. Source validation date: 17 June 2026. Verify final positions with latest law, accounting standards, tax rules and professional advice before execution.
- India Code: Companies Act, 2013 Section 128 - Books of account
- India Code: Companies Act, 2013 Section 129 - Financial statement
- India Code: Schedule III to the Companies Act, 2013
FAQs
Because it converts founder intuition into a number that finance, investors and boards can verify.
Using a metric or number without a defined formula, source data and reviewer sign-off.
Monthly for operating metrics; weekly for cash/runway-sensitive items.
Finance/controller should own the evidence and computation; business teams should own the operating input.
No metric without source data, no forecast without assumptions, and no board number without reconciliation.
Source and review trail
Use the current official instrument, portal or regulator publication before acting. This panel separates the category authority from page-specific references.
- Primary category
- Startup Finance & Cap Tables
- Official starting point
- www.startupindia.gov.in