Revenue Control Framework — Pillar I: Margin Clarity

Stop Guessing Where Your Margin Is Going

Most D2C brands are running on incomplete unit economics. They know revenue. They know ad spend. But the full cost stack — by channel, by SKU, by cohort — is invisible. The Profitability Audit makes it visible.

The problem most agencies never look at

You are not losing money because your ads are inefficient. You are losing money because no one has ever mapped your full unit economics — and decisions are being made with incomplete information.

A 4x ROAS looks like success. But after Amazon's 12% referral fee, ₹70 FBA fulfillment cost, 18% return rate on your apparel SKUs, packaging at ₹45 per unit, and blended ad spend across channels — you may be generating ₹8 of contribution margin per order. Or negative contribution. And scaling spend on top of that makes things worse, not better.

The profitability audit exists to eliminate this blindspot permanently. We build a complete, channel-specific, SKU-level contribution margin model for your business — and identify exactly where the margin is leaking and what will recover it.

Where This Fits in the Framework

Margin Clarity
Build a complete CM model. Identify every cost layer. Map profitability by channel and SKU.
Channel Efficiency
Allocate spend to channels where contribution economics are strongest.
Creative Velocity
Test and iterate creative to improve CAC without increasing spend.
Retention Compounding
Build repeat purchase systems that reduce blended CAC over time.

What the audit covers

Six distinct analytical modules. Each one surfaces a different dimension of your margin structure.

Full Cost Stack Mapping

We build a complete variable cost model per SKU: COGS, packaging, inbound logistics, marketplace fees, FBA/fulfillment costs, return processing, and payment gateway charges. Most brands are missing 3–5 cost layers when they estimate margin.

Contribution Margin by Channel

We calculate CM1, CM2, and CM3 separately for Amazon, Flipkart, D2C Shopify, and any other active channel. Brands frequently discover that their most "successful" channel is actually their least profitable one.

Blended CAC Reconstruction

We reconstruct true blended CAC across all acquisition sources — Meta, Google, organic, influencer, marketplace ads — and cross-reference it against actual contribution from those customers, not just first-order revenue.

Return Rate Forensics

Returns carry double cost: the outbound fulfillment already spent, and the inbound return processing fee. We analyse return rates by SKU, channel, and customer cohort to identify the highest-impact reduction opportunities.

Repeat Purchase & LTV Analysis

Acquisition-only economics are a treadmill. We model 3-month, 6-month, and 12-month LTV by acquisition cohort and channel, and map your repeat purchase rate against industry benchmarks to size the retention revenue opportunity.

Pricing Architecture Review

We audit your pricing across channels for fee-awareness. Most brands are priced reactively. We identify where fee-aware repricing can recover 3–8% margin without touching volume, and where AOV improvement through bundling or upsell architecture can shift the economics meaningfully.

Who this is for

  • Brands doing ₹50L–₹50Cr in annual revenue who feel margins are thin but can't pinpoint why
  • Founders who've scaled revenue but feel cash flow doesn't reflect it
  • Brands preparing for external investment who need clean unit economics documentation
  • Multi-channel operators who suspect one channel is subsidising another
  • Any brand where ROAS or revenue looks strong but the bank account says otherwise

Why most audits miss the point

They optimise for ROAS
ROAS doesn't include COGS, marketplace fees, logistics, or returns. It's not a profitability metric.
They audit campaigns, not economics
A campaign audit tells you if your ads are efficient. A profitability audit tells you if your business is viable.
They look at single channels
Multi-channel brands need blended economics. A siloed view of Meta or Amazon will always mislead the overall picture.
They don't model returns
Agencies that manage acquisition don't have visibility into fulfilment and return data. The audit requires both.

Typical Outcomes

8–18%
Margin Recovery
typical CM improvement from pricing and cost structure changes alone
100%
Cost Clarity
of variable costs mapped and assigned per channel and SKU
10x
Decision Speed
faster channel and pricing decisions with a live contribution margin model

Common questions

Ready to see your real unit economics?

Book a strategy session. We'll walk through your business, identify the most impactful audit modules, and give you a clear picture of the engagement before any commitment.