Financial Model & Valuation
Consumer D2C Brand, India
Turning early traction into a valuation investors could justify and support.

overview
Despite revenue momentum, the brand faced resistance during fundraising due to weak contribution margin clarity and optimistic valuation logic. The engagement involved restructuring financials at a channel and SKU level, introducing sensitivity scenarios, and anchoring valuation to market comparables. This shifted investor discussions from skepticism to structured evaluation.
Challenge
Weak contribution margin visibility
CAC understated and inconsistent across channels
Valuation based on brand perception, not economics
No sensitivity analysis to explain downside scenarios
Investors questioned capital efficiency and scalability.
Solution
Rebuilt the financial model with channel-wise CAC and retention
Introduced contribution margin clarity at SKU level
Created downside and base-case sensitivity scenarios
Anchored valuation using comparable D2C benchmarks
Reframed the narrative from growth-first to margin-aware growth
Result
Metric | Before | After |
|---|---|---|
Contribution Margin | Blended, Unclear | SKU and Channel-level clarity |
CAC Visibility | Underestimated | Channel-wise, validated |
Valuation Logic | Perception-led | Comparable and model-backed |
