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

Creative Testing

Agentic Creative Testing: Letting AI Structure A/B Tests and Direct Asset Overhauls

Stop guessing which ad creative works. AI can now structure A/B tests, analyze results, and directly overhaul underperforming assets—turning creative optimization into a self-improving system.

Gary Hui· Jan 16, 2025 · 12 min read

Creative Strategy

Context-Determined Palette Convergence: Packing Two-Niche Mood Into One of 9 Generated Static Work out by Template Constrain With Gradient Mix-up

Discover how packing two niche moods into one of nine generated static ad templates via gradient mix-up can boost engagement and reduce creative fatigue.

Gary Hui· Jan 15, 2025 · 12 min read

Creative Strategy

Amazon Prime Day Barbell: Price Parity Static Silo That Builders Brand-Loyal Proxy Subscribe & Save Ladders

How top D2C brands use Prime Day static silos to build price parity authority, then ladder into a proxy Subscribe & Save program that drives recurring revenue and brand loyalty.

Gary Hui· Jan 15, 2025 · 12 min read

Creative Testing

Synthetic Winnowing: Systematic Culling of Model Variations via Cluster-Guided Entropy Scoring to Preserve Budget

A statistical method using cluster-guided entropy to systematically prune underperforming ad variations, maximizing testing ROI and preserving budget.

Gary Hui· Jan 10, 2025 · 11 min read

Creative Strategy

Beyond Discount: Tapping into High-LTV Emotions (Safety, Status, Self-Improvement) in Subscription Ad Creative

Stop slashing prices. Instead, craft subscription ads that trigger safety, status, and self-improvement emotions to boost LTV and reduce churn. Here's how.

Gary Hui· Jan 8, 2025 · 13 min read

Creative Strategy

Texture Hierarchy: When Photoshop Filters Should Infest AI Ad Backgrounds

Craft ad backgrounds that guide the eye and boost conversions. Learn how texture hierarchy, from grain to noise, makes AI-generated ads stop the scroll.

Gary Hui· Jan 7, 2025 · 13 min read

Creative Testing

Open-Loop vs Closed-Loop: Why Successful D2C Brands Treat Creative Testing Like a Control System

Treat creative testing like a control system: close the loop between spend and creative variation to treat ad fatigue, not just mask it.

Gary Hui· Jan 7, 2025 · 8 min read

Creative Volume

Scarcity in Generation: Why Forcing Composition Limits Boosts AI Ad Conversion

Restricting AI ad generation by limiting composition and placement variables actually boosts conversion rates by forcing models to focus on high-impact creative signals, reducing cognitive load.

Gary Hui· Jan 7, 2025 · 12 min read

Performance & Metrics

Creative Ceiling Index (CCI): A Composite Metric to Guide Budget Scaling Decisions with Confidence

Stop guessing when to scale. The Creative Ceiling Index (CCI) combines engagement, conversion, and saturation data into one metric that signals the optimal moment to increase ad spend.

Gary Hui· Jan 5, 2025 · 13 min read

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Performance Marketing360 Static Ads310 Creative Testing300 Creative Strategy275 Creative Volume221 Ad Fatigue221 Scaling188 AI Creative185 Paid Social129 D2C Growth123 Brand Consistency85 Creative Ops33 Case Study21

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