Sheet C-03 · Case record
Client withheld — NDA
D2C / E-commerce
Case study C-03 · From the record
2.75x
Revenue Growth
Scaling a D2C Brand from ₹8 Cr to ₹22 Cr with Retention-First Architecture
A premium organic food brand had plateaued at ₹8 crore annual revenue despite increasing ad spend by 40% year-over-year. We re-engineered their entire digital commerce infrastructure with a retention-first approach that tripled revenue without proportional ad spend increases.

Sheet 01 · Challenge
The Challenge
What They Faced
The client was trapped in the paid acquisition treadmill — 82% of revenue came from first-time buyers, repeat purchase rate was stuck at 18%, and their blended ROAS had declined to 1.8x. The Shopify store had a 78% cart abandonment rate, no post-purchase automation, and zero systematic approach to customer lifetime value optimization. Every rupee of growth required a rupee of ad spend.
Sheet 02 · Solution
The Solution
What We Engineered
We architected a retention-first commerce system: a redesigned product discovery and checkout experience that reduced cart abandonment by 34%, a post-purchase automation engine with personalized replenishment reminders and cross-sell sequences, and a loyalty program integrated directly into the purchase flow. The performance marketing layer was rebuilt with server-side tracking and a first-party data strategy that dramatically improved targeting accuracy.
Sheet 03 · Results
Client withheld — NDA
The Results
Measurable Impact
Outcomes directly attributable to the systems we engineered. Client identity protected under NDA.
| Metric | Recorded value |
|---|---|
| Revenue Growth | 2.75x |
| Repeat Purchase Rate | 47% |
| Blended ROAS | 6.1x |
| Cart Abandonment | -34% |
- Annual revenue grew from ₹8 crore to ₹22 crore in 14 months
- Repeat purchase rate increased from 18% to 47%
- Blended ROAS improved from 1.8x to 6.1x
- Cart abandonment reduced from 78% to 44%
Sheet 04 · Stack
Technology Stack
Tools & Platforms Used
- Shopify Plus
- Next.js Storefront
- Klaviyo
- Meta Conversions API
- Google Analytics 4
- Segment
- Node.js
- Redis
Sheet 05 · Next
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