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ROAS Lift (Demo)3.4xSimulated demonstration target
CPA Reduction (Demo)-28%Illustrative model
Creative Output12 / weekIterative testing sprint
Channels:Meta Ads (FB & IG)Advantage+ ShoppingKlaviyo

1. Context & Core Bottleneck

This project models a high-SKU ecommerce apparel brand experiencing severe fatigue in top-of-funnel Facebook ad sets. Despite high initial demand, unit economics degraded when trying to scale spend beyond initial warm audiences.

Primary Challenge:

Ad fatigue caused customer acquisition costs to spike as daily spend approached $500/day. The internal team lacked a system for testing high-volume UGC and static hooks systematically.

2. Strategic Solution

Rather than micro-targeting hyper-niche audiences, the strategy shifted toward broad demographic targeting powered by diverse creative hooks. Each week, our team produced 3 specific creative categories: problem-aware UGC, aesthetic lifestyle unboxings, and high-contrast benefit callout cards.

Engineered Architecture:

Implemented a 4-stage creative testing framework with weekly asset drops, broad Advantage+ scaling ad sets, and server-side Conversions API integration to restore signal fidelity.

3. Tactical Execution Steps

1. Reconfigured Meta Business Manager with clean Server-Side CAPI tracking. 2. Built dynamic creative test campaigns (3 hooks x 2 primary texts x 2 calls-to-action). 3. Automatically graduated top-performing combinations to a primary Advantage+ scaling campaign with a minimum ROAS floor. 4. Paired post-click traffic with optimized collection landing pages rather than sending straight to product pages.

Key Operational Takeaway

In modern media buying, creative is your primary targeting lever. When algorithms handle audience matching, your testing velocity dictates how high you can scale profitably.

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