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

AI & Creative Ops

Why Your Model Choice Matters More Than Your Prompt in AI Ad Creatives

Your prompt might spark an idea, but the model behind it determines whether that idea becomes a high-converting ad or just another piece of creative noise.

Gary Hui· Nov 13, 2025 · 8 min read

AI & Creative Ops

Multi-Layer Prompting: Orchestrating Background, Product, and CTA Elements in One GenAI Pass

Learn how to orchestrate background, product, and CTA in one GenAI pass to boost ad performance and consistency.

Gary Hui· Oct 28, 2025 · 13 min read

AI & Creative Ops

Supply Chain Transparency: Why Horizontal AI Integration Beats Vertical Stacks

Horizontal AI integration connects supply chain data across silos, enabling real-time transparency that vertical stacks can't match.

Gary Hui· Oct 22, 2025 · 12 min read

AI & Creative Ops

From Chaos to Clarity: Building Visual Order Rules for Multi-Product GenAI Creatives

When GenAI generates hundreds of ad variations, visual chaos kills performance. Here's how structured design rules bring order, speed, and consistency to multi-product campaigns.

Gary Hui· Sep 28, 2025 · 12 min read

AI & Creative Ops

Triplet Generation Streams: Separating Color Block, Typography, and Layout Attribution for Multi-Axe Fine-Tuning

Split static ad creative into discrete color, typography, and layout streams for multi-axe fine-tuning, unlocking unprecedented control over brand consistency and performance.

Gary Hui· Sep 1, 2025 · 12 min read

AI & Creative Ops

Noise-Warp Injection Filter: Leveling the Compression Noise Floor Between Paid Media Clip Art and Smooth Results

Inject structured noise to mask compression artifacts in paid media videos, leveling the creative quality floor for smoother results at scale.

Gary Hui· Aug 19, 2025 · 12 min read

AI & Creative Ops

Creative Job Sequencing: Partitioning Labor Between Human Directors and AI Drafters

Stop delegating all creative work to AI. The most efficient teams split labor: human directors define the strategy and taste, while AI drafters execute variations at scale.

Gary Hui· Aug 12, 2025 · 12 min read

AI & Creative Ops

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 23, 2025 · 5 min read

AI & Creative Ops

Compressed Prompt Cache: Reusing Success-Left-Shifted Instructions for Faster Iteration Across Parallel Campaigns

Reusing success-left-shifted instructions via compressed prompt cache slashes iteration time across parallel campaigns, enabling rapid scaling without creative burnout.

Gary Hui· Jul 4, 2025 · 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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