The myth says a good account holds its ROAS as you scale. It doesn't. Here's how efficiency really decays, and how to step budgets up as your target comes down.

Your attribution dashboard reads high, your bank reads low. Here's the five-gap reconciliation that shows which profit number to trust before you scale.

The deliver-story-content-quiz welcome flow, updated for Meta-driven Shopify brands. Where the first cross-sell belongs and the segmentation that extends it.

A lightweight 2026 annual planning system for ecom founders: run on four initiatives not forty, one owner each, and the numbers I need before any media plan.

An honest take on TikTok Shop for DTC brands in 2026: why GMV Max runs the revenue, why shops keep getting shut off, and how to measure the off-platform halo.

Meta groups your ads by how they look and inherits the old one's reputation. Here's why iterating losers backfires, and how to extend a winner the right way.

Sorting Meta ads by ROAS finds vanity winners, not scalers. Here's the spend-first analysis order we use, and the one question to ask before killing any ad.

Most brands set their free shipping threshold off the average order value. That taxes your cheapest customers and flatters AOV while quietly bleeding profit.

Meta wired Claude into Ads Manager. It builds client-ready dashboards in seconds, and confidently misreads them. Here are the prompts and the guardrails.

A ROAS target sits in one spreadsheet. A CAC ceiling is one number your whole team knows. How to set it from fully-burdened margin before you scale.