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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
Algorithmic Culture Markets: Importing Emotional Containers to CO8 That Instantly Adjust for Continent
Discover how importing emotional containers into CO8 systems lets ads adapt culturally per continent in real time, slashing ad fatigue while boosting performance across markets.
Gary Hui
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12 分鐘閱讀
創意策略
Gary Hui
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11 分鐘閱讀
Fractional Scaling: Strategically Deploying Micro-Budgets Across Niche Audiences to Unlock Fresh Reach
Stop spraying your budget on broad audiences. Fractional scaling lets you test micro-budgets on niche segments to discover untapped, high-converting pockets of demand.
Gary Hui
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11 分鐘閱讀
案例研究
Gary Hui
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3 分鐘閱讀
IM8 如何每月發送數千個靜態廣告
史上成長最快的營養補充品品牌，靠著永不停歇的創意數量驅動。以下是這個引擎實際運作的方式——以及任何品牌能從中學到什麼。
Gary Hui
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3 分鐘閱讀
創意策略
Gary Hui
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11 分鐘閱讀
Index-Generator Matching: Pairing LDA Topic Scores to Session Vectors for Block Tail Query Automation
Discover how matching LDA topic distributions from static ads to user session vectors automates block tail queries in high-volume D2C campaigns, reducing manual work.
Gary Hui
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11 分鐘閱讀
創意策略
Gary Hui
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12 分鐘閱讀
From Free Sample to Subscription: The Conversion Discontinuity Algorithm for Static Banners
Most D2C brands test free samples to drive subscriptions, yet fail to connect the trial moment with a subscription offer. This algorithm bridges the conversion discontinuity using static ad sequencing.
Gary Hui
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12 分鐘閱讀
創意策略
Gary Hui
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12 分鐘閱讀
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
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12 分鐘閱讀
創意策略
Gary Hui
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13 分鐘閱讀
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
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13 分鐘閱讀
創意策略
Gary Hui
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12 分鐘閱讀
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
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12 分鐘閱讀
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