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

Creative Strategy

You Don't Have a Budget Ceiling – You Have a Creative Ceiling: Fix It With AI

The real constraint on ad performance isn't budget—it's creative output. AI tools let you break the ceiling.

Gary Hui · Aug 4, 2025 · 13 min read

Creative Strategy

Icon Mapping Strategy: Embedding Recognizable Symbols in Static Ads to Speed Up Brand Recognition on Mobile Feeds

Learn how embedding instantly recognizable symbols in static ads can cut through mobile feed clutter, boosting brand recall and conversion rates for D2C brands.

Gary Hui · Aug 1, 2025 · 12 min read

Creative Strategy

Creative Velocity as a KPI: Measuring Your Brand's Ability to Outrun Ad Fatigue

Creative velocity measures how fast your brand can refresh ad creatives to combat fatigue, turning a creative ops metric into a competitive edge.

Gary Hui · Jul 31, 2025 · 13 min read

Creative Strategy

The Infinite Creative Flywheel: Using CO8 to Auto-Generate Variants That Match Spend Growth Curve

When ad spend scales, creative often lags—causing diminishing returns. CO8 auto-generates variants that match spend growth, maintaining ROAS via an infinite creative flywheel.

Gary Hui · Jul 28, 2025 · 12 min read

Creative Strategy

Multi-Armed Bandit for Images: Treating Each Pixel Region as a Slot Machine to Maximize CTR

Apply Multi-Armed Bandit algorithms not just to whole ads, but to pixel regions within single images, dynamically optimizing layouts for higher click-through rates.

Gary Hui · Jul 27, 2025 · 10 min read

Creative Strategy

Retrospective: 12 CO8 Statics Spread Across the Flow — Which Pre-Targeting Test Identified Lifetime-Value Winner Ahead of the Meta Multiplier

Learn how a 12-variant CO8 static ad test outperformed Meta's multiplier by pre-targeting lifetime-value winners through precise creative sequencing.

Gary Hui · Jul 27, 2025 · 12 min read

Creative Strategy

Generative Models Design Logic Differences That Impact Ecommerce Creative Performance

Different generative model architectures—diffusion, autoregressive, GAN—produce fundamentally different ad aesthetics; choosing the wrong one tanks CTR and conversion.

Gary Hui · Jul 22, 2025 · 5 min read

Creative Strategy

Crowd vs Clean: Which AI Training Data Strategy Suits Your Brand’s Look and Feel?

Should your AI ad creative be trained on general internet data or your brand's own assets? We compare crowd vs. clean data strategies for D2C brands.

Gary Hui · Jul 22, 2025 · 12 min read

Creative Strategy

Creative Inventory Velocity: Why Turnover Rate Matters More Than Volume for Breaking Through Ceilings

When creative saturation hits, volume isn't the answer—velocity is. Learn why high turnover beats high volume to break performance plateaus.

Gary Hui · Jul 18, 2025 · 13 min read

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Creative Testing490 Performance Marketing476 Paid Social464 D2C Growth330 Static Ads303 Creative Volume266 Brand Consistency102 AI Creative35 Ad Fatigue7 Scaling7 Creative Strategy5 Creative Ops4 Case Study1

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