플레이북

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전체 AI & 크리에이티브 옵스 브랜드 & 일관성 사례 연구 크리에이티브 전략 크리에이티브 테스트 크리에이티브 볼륨 성과 & 지표 유료 소셜 확장

크리에이티브 테스트

Black Swan Creative Search: Systematic Exploration of Long-Tail Design Combinations for Breakthrough Performance

Most D2C creative tests waste budget on generic variations. Discover how a systematic, long-tail exploration of design elements uncovers breakthrough ad combinations that outperform A/B splits by 300%.

Gary Hui· Aug 17, 2025 · 12 분 분량

크리에이티브 테스트

Multi-Armed Bandit for Images: Treating Each Pixel Region as a Slot Machine to Maximize CTR

Apply Multi-Armed Bandit algorithms not just to whole ads, but to pixel regions within single images, dynamically optimizing layouts for higher click-through rates.

Gary Hui· Jul 28, 2025 · 10 분 분량

크리에이티브 테스트

From Manual Iteration to Self-Optimizing Asset Pools: The Next Step in Creative Automation

Manual creative testing is dying. Discover how self-optimizing asset pools—driven by dynamic creative optimization—can automate iteration, reduce ad fatigue, and multiply ROAS for D2C brands.

Gary Hui· Jul 18, 2025 · 13 분 분량

크리에이티브 테스트

Hidden Bias in the Static Data – Yes Bias Your Creative Learned From Top Performers That Did Actually Degrade 12th-Fold When Copied to Cohort

Your 'winning' ad creative may harbor hidden biases from top performers that actually degrade performance when reused across cohorts. Here's why and how to fix it.

Gary Hui· Jun 19, 2025 · 14 분 분량

크리에이티브 테스트

Cohort Splicing: Isolating Budget Pockets to Test Creative Variants Without Cannibalizing Core ROAS

Most ad testing cannibalizes core ROAS. Cohort splicing lets you isolate budgets by audience slice to test new variants without diluting winning campaigns.

Gary Hui· May 24, 2025 · 13 분 분량

크리에이티브 테스트

Anchor-Blue Style Separation: Offset Repetitive Static From Unique Hero Location Using Gradient Shifts on CO8 Derived Design N=304 p<.03

By analyzing 304 CO8-derived ad variants, we reveal how gradient shifts between hero locations break repetitive static and reduce ad fatigue by p<.03.

Gary Hui· May 19, 2025 · 1 분 분량

크리에이티브 테스트

The Contradiction Test: When Random Noise in Prompts Produces Peaked AI Ad Performance

When randomness in prompts creates standout ads, the contradiction reveals a hidden lever for AI creative performance.

Gary Hui· May 19, 2025 · 7 분 분량

크리에이티브 테스트

The Velocity Paradox: Why Faster Iteration Without Guardrails Kills Performance and How to Fix It

Iterating faster often backfires: more ads, lower ROAS. Learn why velocity needs guardrails—and how to recalibrate for consistent performance.

Gary Hui· May 14, 2025 · 12 분 분량

크리에이티브 테스트

Volumetric Hypothesis Testing: Mapping Confidence Intervals to Creative Budget Tiers for Spend Efficiency

Learn how mapping statistical confidence intervals to creative budget tiers can optimize spend efficiency and accelerate testing velocity.

Gary Hui· Apr 28, 2025 · 13 분 분량

주제별 탐색

퍼포먼스 마케팅360 정적 광고311 크리에이티브 테스트301 크리에이티브 전략275 크리에이티브 볼륨222 광고 피로221 확장188 AI 크리에이티브185 유료 소셜129 D2C 성장124 브랜드 일관성86 크리에이티브 옵스33 사례 연구21

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