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The Indian D2C Operator's Playbook: Architecture, Stack, and Discipline for Rs 25-200 Crore ARR

E-commerce | 68 pages | 4.8 MB

V

Varun Bhatia + Aditya Sharma

Author at Dcrayons

The Indian D2C Operator's Playbook: Architecture, Stack, and Discipline for Rs 25-200 Crore ARR

What this playbook covers

The Dcrayons playbook for D2C brands scaling from Rs 25 crore ARR toward Rs 200 crore. It is the actual operating blueprint we use on engagements: not a marketing whitepaper, not a vendor pitch.

Inside the 68 pages

  • Part 1: Architecture. Commerce platform decisions (Shopify vs Plus vs headless), CMS + content architecture, payment + checkout architecture, multi-region expansion shapes.
  • Part 2: Stack. The integration spine -- accounting, logistics, marketing automation, analytics, returns, subscriptions, and how they wire together cleanly.
  • Part 3: Paid media discipline. Multi-channel governance, CAPI architecture, conversion data integrity, the TACoS + MMM pattern, and quarterly budget allocation.
  • Part 4: Lifecycle marketing. Identity resolution, segmentation, trigger architecture, the cadence that drives 20-40 percent of revenue.
  • Part 5: Operational discipline. Sale event playbooks, customer service routing, reporting cadence, and the audit posture that scales past Rs 100 crore.
  • Part 6: India-specific operating discipline. GST + e-invoicing automation, DPDP compliance, multi-marketplace pattern (Amazon + Flipkart + Myntra + Nykaa), regional language + locale.
  • Appendix. A 90-day audit checklist + reference architecture diagrams + glossary of every term that appears.

Who this is for

D2C founders, CTOs, CMOs, and growth leads at brands operating between Rs 25-200 crore ARR. If you're scaling past the operational ceiling where ad-hoc decisions stop working and need the documented discipline that does work, this playbook is the starting point.

What it's not

This is not a beginner's guide. We assume you're past product-market fit, past the first Rs 5 crore ARR, and operating with at least one full-time growth team member. If you're earlier than that, our how-to content series is the right starting point.

How to use it

The playbook is structured so you can read it cover-to-cover OR pull individual sections when you're making a specific decision. Each section ends with a 5-10 item production checklist you can hand to your team.

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