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Profitability Frameworks

Access the formulas, data, and calculators to prove profitability in your D2C or DTC brand. See the real numbers behind LTV, payback period, and gross profit with our Benchmark Vault.

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Guides & Deep Dives

Calculate LTGP: The E-commerce Formula

What is Lifetime Gross Profit (LTGP)? LTGP is the gross profit collected over the entire lifespan of a customer relationship....

May 11, 2026 Read Guide

How Do You Measure ROI on Influencer Campaigns When Attribution is Impossible?

This is the default with creator and UGC stuff: you won’t get perfect attribution. But you can get to “good...

March 25, 2026 Read Guide

How to Identify and Fix Common Profit Leaks in $2-20M DTC Brands?

Why Scaling “Hero” SKUs Can Create a Profitability Gap? Scaling a high-volume “hero” SKU without tracking real-time contribution margin often...

March 12, 2026 Read Guide

Why is Contribution Margin More Important Than ROAS?

Contribution Margin is superior to Return on Ad Spend (ROAS) because it measures the actual profit generated per unit after...

November 18, 2025 Read Guide

How Does Repurchase Latency Directly Impact Gross Profit?

What is Repurchase Latency? Repurchase latency is the gap between when a customer should have bought again and when they...

October 15, 2025 Read Guide