The segmented structure big brands use is built for their volume, not yours. Copy it at $1k a day and it drifts spend onto warm buyers and starves learning.

There's a real formula for the budget an ad set needs to exit the learning phase: 50 x CPA / 7. Here's the maths, and what to do when you can't afford it.

A sale you invent spikes your conversion rate while Meta's auction price stays flat. Here's how to build an owned promo from scratch, and what it does to CAC.

Higher margin percentage can mean fewer dollars in the bank. How to build a true contribution number from every variable cost, and tie pricing and ad spend to it.

The post-purchase upsell is near-free profit, yet most brands waste it. The egregious quantity discount, the take-rate maths, and why the survey must come last.

Launch at $399, not $199. The premium pricing maths behind ad economics: contribution margin, CAC headroom, and which SKUs to keep cheap or take margin on.

Price is the cheapest profit lever you've got, and most brands never test it. Here's how to run a 24-hour price test and find the cliff where demand drops off.

The tiered, math-heavy BFCM offer loses to one a shopper gets in a glance. The simple, site-wide, stacked framework, plus the margin math behind it.

Branded search rises with your ad spend, so it can't prove your brand. Here's the measurement stack that can: surveys, MER, cohort repeat rates and baseline.

IM8 hit $108M in 11 months with a celebrity out front. Here's why most star-backed brands fail, what this one did differently, and how I'd build the launch.