What the 50-conversions-a-week rule really means in 2026, why spending your way out of learning limited is usually wrong, and when the label doesn't matter.

Your highest-ROAS ad is usually the wrong one to scale. Here's the 10% rule we use to decide which Facebook ads earn a scale budget, and the common trap.

That 35x your email dashboard reports is borrowed last-click credit. Here's how to run a user-level holdout, sized to your consideration period, for the real number.

Translate apps build a ceiling you blame on the market. The four levers that 3-4x a geo, a staged playbook by revenue band, and how to test a country first.

Some buyers don't want your product, they need it, this month, on a deadline. How to find the non-discretionary entry point in your category and own its cheap window.

Your DTC store's real value isn't revenue, it's the cheapest A/B testbed you've got. Find the winning message on Meta before you ship to a retail shelf.

Most brands rent UGC one post at a time. Here's how I'd build a 50-200 creator community that feeds your ad account fresh, higher-converting content weekly.

Most attribution advice describes the nine-figure setup. Here's the measurement ladder by revenue stage, and the cheap proxies to use before the big tools.

Year-long LTV goals are impossible to act on. Here's the 30/60/90-day cohort target system I use to set actionable growth targets and fund a higher CAC.

Believable faces, robotic voices: the tell is the audio. A teardown of why AI UGC sounds fake, the speech-to-speech fix, and the FTC line we hold.