The Playbook

Tactics that shipped. Lessons that compound.

Teardowns, testing frameworks, and hard-won lessons from producing 5K–20K high-performing static ads a month — written by the operators who run the loop, not marketers guessing at it.

All AI & Creative Ops Brand & Consistency Case Studies Creative Strategy Creative Testing Creative Volume Methodology Operations Performance Performance & Metrics Scaling Paid Social

Performance & Metrics

The metrics that actually matter for creative performance

Vanity metrics will lie to you. Here are the signals that tell you whether your creative is actually working — and how to act on each one.

Gary Hui · Apr 22, 2026 · 2 min read

Performance & Metrics

The economics of creative volume: testing, CAC, and margin

Producing more creative sounds expensive. Done right, it is one of the highest-ROI investments a performance brand can make. Here is the math behind why.

Gary Hui · Apr 18, 2026 · 2 min read

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Creative Testing490 Performance Marketing477 Paid Social464 D2C Growth330 Static Ads303 Creative Volume266 Brand Consistency102 AI Creative36 Ad Fatigue8 Scaling8 Creative Strategy6 Creative Ops4 Case Study1

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