Revenue Leak Map

Find the margin leaks your Shopify reports cannot reconcile.

For physical-product DTC brands in the United States and India.

United StatesDiligence readiness or an independent scaling pathChoose United States IndiaInvestor-ready contribution margin with COD, RTO, and channel contextChoose India

Fit

A diagnostic for finance-light Shopify DTC brands with real product costs.

Revenue Leak Map reconciles supplied order, cost, payment, shipping, return, and marketing data into an explainable contribution-margin view. It fits physical-product brands that can provide actual COGS or a usable SKU crosswalk.

Not a fit: marketplace-only businesses. If marketplaces or quick commerce sit alongside Shopify, settlement data and separate scope are required for that coverage.

How it works

Start with the truth, then choose the operating path.

1. Diagnostic

Validate inputs, reconcile to Shopify totals, document variance, and rank supported leaks.

2. Margin Fix Sprint

For qualified teams with an executor, scope a defined set of fixes after the diagnostic.

3. Margin Command

For qualified operators, establish a standing specialist-consultancy cadence with concierge reruns and a management read.

Self-guided tools

Check the shape of the problem before sharing data.

Profit Blind-Spot QuizIdentify the first margin question worth investigating.Take the quiz Profit Leak ChecklistReview the inputs and leak categories a useful diagnostic needs.Open the checklist

Regional calculators

Use the calculator designed for your operating context.

US Profit Leak CalculatorExplore likely leak categories before the diagnostic.Open US calculator India Profit Leak CalculatorExplore COD, RTO, discount, and channel questions.Open India calculator

Illustrative sample

See what a reviewed Revenue Leak Map contains.

Synthetic dataRevenue Leak Map

Reconciliation, contribution-margin definitions, ranked leaks, and caveats.

A transparent example, not a client result

The illustrative sample uses synthetic order and cost data to show the report structure. It contains a Shopify reconciliation view, CM definitions, supported leak rankings, data notes, and explicit limitations.

Until the public artifact handoff is approved, I share the reviewed copy during the readiness call.

Data and security

Review the data boundary before the work begins.

The readiness review confirms the minimum exports required, the transfer method, access expectations, retention, and deletion approach before any client data is exchanged.

Review data handling

How pricing works

Scope is confirmed after data readiness and coverage are clear.

The diagnostic uses a fixed fee. A qualified Sprint is fixed-scope with no surprise retainer. Margin Command is scoped around the chosen path, data readiness, channel coverage, and client executor. Cleanup or add-ons are quoted only after review. Scope and pricing are confirmed on the readiness call.

Readiness call

Confirm fit, inputs, and the right regional path.

I will review your Shopify footprint, available cost data, channel coverage, and operating goal. If the diagnostic is not a fit, I will say so.

Book a readiness callEmail info@mldeep.io