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

AI & Creative Ops

Building a creative system: from one-off assets to an engine

Stop making ads one at a time. Build a repeatable system that turns ideas into on-brand creative on demand — the difference between a team that ships and one that scales.

Gary Hui · Apr 26, 2026 · 2 min read

Creative Strategy

From 0.5% to 2.3% CTR: How a Pet Brand Revived Static Ads With AI-Curated ‘Imperfect’ Product Shots

Learn how a pet brand boosted static ad CTR from 0.5% to 2.3% by using AI to curate 'imperfect' product shots, driving authentic engagement.

Gary Hui · Apr 25, 2026 · 11 min read

Creative Strategy

Style Drift Amortization: How to Spread Brand Consistency Cost Across High-Volume Generative Pipelines

Style drift erodes brand equity in high-volume ad production. Learn how to amortize consistency checks across generative pipelines to maintain brand integrity at scale.

Gary Hui · Apr 25, 2026 · 11 min read

Creative Strategy

AI Agents as Creative Negotiators: Automating Media Buyer and Designer Handoffs for D2C

Discover how AI agents can automate the handoff between media buyers and designers, transforming creative negotiations into scalable workflows for D2C brands.

Gary Hui · Apr 25, 2026 · 13 min read

Creative Strategy

Grid System Reclaimed: Aligning Generative Elements to Implicit Cash Register Metrics

Discover how a structured grid system for AI-generated ad elements can directly boost cash register metrics like ROAS and CPA, bridging creative consistency with performance.

Gary Hui · Apr 24, 2026 · 6 min read

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

Creative Strategy

Hiding Shopper Awareness Shifts: Using CO8 to Generate Scenarios Where Bad Weather Closes a Sales Doors But Clicks Go Up 26%

When bad weather shutters physical stores, a D2C brand saw clicks rise 26% by using CO8 to simulate scenarios and optimize ad creative for weather-driven demand shifts.

Gary Hui · Apr 19, 2026 · 13 min read

Creative Strategy

Did The Generated ‘Holiday Halo’ Perform Depressed in Q4? Case of Personal Care D2C Running Pre-Halo Ad Sets Outsource Gains By Engine Fill Blind Point

Did pre-halo ad sets actually depress holiday performance for personal care D2C? Blind spots in engine fill can outsource gains—here's the data.

Gary Hui · Apr 19, 2026 · 12 min read

Creative Strategy

Fatigue Prediction for Generated Static Ads: Using Composite Freshness Scores to Decide When to Pause Variation

Ad fatigue kills campaign performance. Learn how composite freshness scores — a mix of creative, audience, and delivery metrics — can predict when your static ads have run their course.

Gary Hui · Apr 18, 2026 · 12 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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