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Customer Intelligence8 min read

Customer Propensity Modeling for DTC Brands

How to predict which customers will buy again in 30, 60, or 90 days — and why most DTC brands leave this signal on the table.

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02Marketing6 min read

The Cross-Sell Prediction Playbook for DTC

A framework for predicting what a customer buys next based on their first purchase — and how to use it to 3x your ROAS.

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03Revenue5 min read

Why GMROI Beats Margin % for Retail Decisions

Margin percentage tells you what happened. GMROI tells you what to do next. The metric most DTC brands ignore — and shouldn't.

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04Customer Intelligence7 min read

LTV Optimization: Beyond the Basic Cohort

Most LTV models stop at cohort averages. Here's how to build segment-level LTV that actually informs acquisition spend.

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05Assortment6 min read

SKU Rationalization: Finding Your Hero Products

How to identify which products drive traffic, which build baskets, and which are dragging your catalog down.

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06AI + Data5 min read

Why AI Answers Are Only as Good as Your Data Stack

You plugged AI into your data and got wrong answers. The problem isn't the model — it's what's underneath. How to fix the foundation.

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