The Playbook

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

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Creative Strategy

Marrying DCO Logic With Human Curation: Human-in-the-Loop Approval for CO8 AI-Generated Static Headlines

Discover how combining DCO logic with human oversight can streamline approval of AI-generated static headlines, reducing friction while maintaining brand voice.

Gary Hui· Sep 20, 2024 · 13 min read

Performance & Metrics

Server-Side UTM Persistent: Keeping Click-Event Correlation Without Client-Side Cookies

Server-side UTM persistence lets you track click-to-convert without client-side cookies, fixing attribution breaks caused by ITP and cookie loss.

Gary Hui· Sep 15, 2024 · 15 min read

Creative Testing

The Signal-Leak Index: Quantifying Creative Trait Drift in AI-Generated Assets During A/B Scaling

As brands scale AI-generated ad creative, subtle style and messaging traits drift—eroding performance. The Signal-Leak Index quantifies this drift, enabling tighter control.

Gary Hui· Sep 14, 2024 · 9 min read

AI & Creative Ops

Self-Verification Loops in Generative Pipelines: Polling a Side Classifier for Instant Veto When a Static Doesn't Fit Family Protokoll

Learn how self-verification loops with a side classifier can instantly veto static ads that violate brand guidelines, ensuring brand safety at scale.

Gary Hui· Sep 9, 2024 · 9 min read

Creative Testing

Adaptive Variation Scheduler: Pareto-Efficient Testing Across Clusters by Dynamically Reserving Fresh Twins Spots

Stop burning budget on stale creatives. Learn how a dynamic twin-reservation system clusters audiences and tests variations in parallel for Pareto-efficient scaling.

Gary Hui· Sep 8, 2024 · 12 min read

Creative Strategy

Generative UGC Fatigue: How Brands Are Using AI to Manufacture Authenticity at Scale

As generative UGC floods feeds, brands pivot to AI-crafted authenticity—but can algorithmic content truly replace the human touch?

Gary Hui· Sep 5, 2024 · 12 min read

Case Studies

When Holiday Overstock Met Generative Rescoping: AI Rewrote Every Creative Variant to Feature New Bundles – Sales Up 90%

When holiday overstock threatened margins, generative AI dynamically reshot every static ad to promote new bundles, driving a 90% sales lift and reimagining seasonal creative ops.

Gary Hui· Sep 4, 2024 · 12 min read

Creative Testing

Reverse Distillation for Uniform Stems: Letting Final Candidate Refine Previous Instance Distortions by Pulling Toward Project’s Core Author Fingerprints

Reverse distillation refines ad creative by pulling final candidates toward brand's core author fingerprints, fixing prior distortions.

Gary Hui· Sep 4, 2024 · 14 min read

Case Studies

From Collateral to Centric: How One D2C Brand Replaced All AB-Cinematography with CO8 Statics During Quarantine

In quarantine, a tech accessory brand replaced all traditional AB-cinematography with CO8 static ads, achieving 40% lower CPA and 3x higher ROAS, proving statics can outperform video.

Gary Hui· Sep 2, 2024 · 13 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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