Playbook 專欄
已上線的策略。持續累積的經驗。
拆解分析、測試框架，以及每月產出 5K–20K 則高效能靜態廣告所累積的實戰經驗——由實際運行流程的操作者撰寫，而非憑空猜測的行銷人員。
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創意策略
Gary Hui
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12 分鐘閱讀
Viral Template Derivatives: Can Extracting the Structure of Trending TikTok Edits Outperform Custom Static Production?
Top-performing TikTok edits hide structural patterns. This article tests whether extracting those templates for static ads beats custom production costs and conversion rates.
Gary Hui
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12 分鐘閱讀
創意策略
Gary Hui
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13 分鐘閱讀
Reserve Fund for Black Swans: Keeping Budget Powder for Unexpected High-Performing Creative Leaps
When a surprise creative outperforms by 10x, will you have budget to scale it? Learn how a reserve fund lets D2C brands capitalize on black swan moments.
Gary Hui
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13 分鐘閱讀
創意策略
Gary Hui
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7 分鐘閱讀
Benchmark Burst: Using Cloned Assets + Controlled Sigmas to Measure Your GenAI Pipeline’s Mini-Lift Ceiling
Learn how to measure your GenAI creative pipeline's true performance ceiling by cloning assets and controlling statistical variance with sigma thresholds.
Gary Hui
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7 分鐘閱讀
創意策略
Gary Hui
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13 分鐘閱讀
Embedded Performance Modulator: Attaching Tiny Per-Pixel Learning Rates to Diffusion Steps That Update by Cluster Prediction Error
By embedding per-pixel learning rates into diffusion steps and updating them via cluster prediction error, we unlock a new mechanism for dynamic ad creative optimization that adapts in real time.
Gary Hui
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13 分鐘閱讀
創意策略
Gary Hui
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13 分鐘閱讀
Antigen Vectors: Using CO8 to Background-Block Competitor Logos That Kill Click-Through in Stacked Mobile Grid Spots
When competitor logos crowd mobile ad grids, CTR drops. Learn how CO8's Antigen Vectors background-block those logos to reclaim performance.
Gary Hui
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13 分鐘閱讀
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