video1.0<iframe src="https://www.loom.com/embed/cdfe4597487046f4b3e9a0e732b6b15a" frameborder="0" width="2026" height="1519" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>15192026Loomhttps://www.loom.com15192026https://cdn.loom.com/sessions/thumbnails/cdfe4597487046f4b3e9a0e732b6b15a-8d02a4a9f10a09f8.gif1589.733This Loom outlines an operating system for managing brand and paid media growth using contribution, guardrails, and incrementality models. It emphasizes growth as a blessing not a baseline, prioritizing survival first and investing only when growth is supported, warning against discounting that trades away margin and price integrity. The framework measures momentum across the funnel from reach and branded searches through engaged collection and PDP views, saves, and new customer orders, and tracks 90 day incremental LTV using cohort contribution. Budgeting is governed by an AMER and contribution target with spend allocated by modeled marginal return, requiring 90 day break even before dipping into contribution, and recalibrating channel weightings monthly based on model appetite and performance.