The Playbook

Tactics, teardowns, and hard-won lessons from shipping thousands of high-performing static ads.

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

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AI & Creative Ops

From education to conversion: the content-to-creative pipeline

Considered purchases like health products are won by educating before you convert. Here is how to turn knowledge into a pipeline of performance creative.

Gary Hui· Feb 25, 2026 · 2 min read

Brand & Consistency

Messaging benefits without overclaiming: the compliance-aware creative playbook

Health and supplement brands operate under real advertising constraints. The best teams treat compliance not as a blocker, but as creative discipline.

Gary Hui· Feb 21, 2026 · 2 min read

Creative Volume

Speed Dial Concepts: Establishing Default Style, Scale, and Crop for Low-Cost AI Bokeh Mockups

Speed Dial Concepts: Establish default style, scale, and crop for AI bokeh mockups to slash creative costs and maintain brand consistency across paid social.

Gary Hui· Feb 21, 2026 · 14 min read

Creative Testing

Linear vs Branched: Visualizing the Most Efficient AI Mockup Iteration Graph

Linear ad iteration wastes budget capturing only 1 of 100 possible headlines. Branched AI generation explores 100 variants in parallel, surfacing the winning message pattern 87% faster.

Gary Hui· Feb 17, 2026 · 11 min read

Creative Testing

Shift-Synthetic Battleground: Pitting Three CO8-Rendered Interpretations of 'Customized' Onto a Four-Stat Var grid to Identify the Conversion Decider Pattern

Three CO8 AI-generated 'customized' static ads face off on a four-metric grid. Which pattern consistently yields conversions? Data reveals the winner.

Gary Hui· Feb 16, 2026 · 11 min read

Case Studies

Subscription Box Brand Turns to AI Static Sequences That Mimic Unboxing Envy – Chase Reduces CPL to $12

A subscription box brand used AI to generate static ad sequences that mimic unboxing envy, cutting CPL to $12 while scaling creative volume.

Gary Hui· Jan 29, 2026 · 12 min read

Performance & Metrics

Moving Beyond CTR: Using AI Creative Attributes to Predict Conversion Lift

Click-through rate is a broken proxy for creative success. Here’s how AI-driven creative attributes can directly predict conversion lift for D2C brands.

Gary Hui· Jan 25, 2026 · 7 min read

Brand & Consistency

Brand Graviton: A Static Quality Score That Aggregates Across Pieces to Auto-Detect Drift

A single static ad performance is noise. True brand gravity emerges when we measure consistency across an entire asset library—and automatically detect when creative drift starts.

Gary Hui· Jan 15, 2026 · 8 min read

Brand & Consistency

Your Brand Book Is a Constraint, Not a Crutch: Using AI to Enforce Consistency at 200x Output

When scaling creative output 200x, brand consistency usually shatters. But AI can enforce your brand book as a strict constraint, not a crutch, ensuring every ad variant stays on-identity.

Gary Hui· Jan 11, 2026 · 12 min read

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Performance Marketing360 Static Ads311 Creative Testing301 Creative Strategy275 Creative Volume222 Ad Fatigue221 Scaling188 AI Creative185 Paid Social129 D2C Growth124 Brand Consistency86 Creative Ops33 Case Study21

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