The Playbook

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

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Creative Strategy

Morph Batch Boundary: Defining Upper Limit Displacement in Latent Space Derived from a Perceptual Tolerance Vector

When does a brand's visual variant cross from fresh iteration to broken identity? We introduce the perceptual tolerance vector—a metric to define the upper limit of latent space displacement in morph batch boundaries.

Gary Hui · May 7, 2026 · 12 min read

Creative Strategy

Federated Learning & Aggregation Noise: Estimating Landing Attribution From Coarse Output Alone

Can you attribute conversions without access to granular data? Federated learning with aggregation noise offers a privacy-compliant path to estimate landing attribution coarsely.

Gary Hui · May 6, 2026 · 13 min read

Creative Strategy

Case Study: A Month of 50-30-20 Rule (Hero-Benefit-UGC) in Static Feeds Generated 40% More Add-to-Carts

How mixing hero, benefit, and UGC ads in a 50-30-20 split boosted add-to-carts by 40% in just one month.

Gary Hui · May 5, 2026 · 12 min read

Creative Strategy

Static ads are not dead — they are your most scalable creative

Everyone chases video. Meanwhile, disciplined static ads remain the most testable, scalable, and cost-effective creative you can run.

Gary Hui · May 4, 2026 · 2 min read

Creative Strategy

Creative Dimensionality Mapping: How Many Visual Styles You Need to Cover All Funnel Stages Efficiently

Discover how many visual styles your DTC brand needs to cover every funnel stage without ad fatigue or creative waste.

Gary Hui · May 2, 2026 · 13 min read

Creative Strategy

Asset Dependency Tracker: How to Map Static Creatives to Landing Pages and UTM Tags Before First Delivery

Avoid wasted ad spend: discover how to build a simple asset dependency tracker to connect static creatives, landing pages, and UTM tags before launch.

Gary Hui · Apr 29, 2026 · 12 min read

Creative Strategy

Creative Budget Funnel: Mapping Dollars from Ideation to Iteration to Maximize Winner Production

Stop leaking budget. Learn to allocate creative dollars from first concept to final iteration, slashing waste and boosting winner rates across your funnel.

Gary Hui · Apr 29, 2026 · 13 min read

Creative Strategy

Low-Data Phase Splicing: Using CO8's Generative Fill as Proto-Variant Fund for 72-Variant Test Before Pixel History Matures — Mobile Optics Hiding Stats

When your pixel history is scarce, use CO8's generative fill as a proto-variant fund to splice 72 visual tests and hide performance stats behind mobile optics.

Gary Hui · Apr 28, 2026 · 14 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 26, 2026 · 11 min read

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Creative Testing490 Performance Marketing477 Paid Social464 D2C Growth330 Static Ads303 Creative Volume266 Brand Consistency102 AI Creative36 Ad Fatigue8 Scaling8 Creative Strategy6 Creative Ops4 Case Study1

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