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Field Notes & Frameworks

The Media Buyer’s Intelligence Vault

We test hundreds of thousands of dollars in weekly ad spend so you don’t have to guess. Direct tactical guides on algorithm mechanics, creative velocity, and financial modeling.

ALGORITHM BLUEPRINT • 6 MIN READ

The 2026 Meta Algorithm Decoded: Why Broad Targeting Outperforms Lookalikes

How platform machine learning clusters high-intent buyers dynamically. Learn why manual interest stacking creates auction overlap and artificially drives up your CPMs by up to 48%.

Focus: Advantage+ ASC, Broad Audience Stacks, Bid Caps
FINANCIAL MODELING • 8 MIN READ

Blended MER vs Platform ROAS: The Metric That Actually Scales Brands

Platform ROAS is increasingly detached from GAAP accounting. We detail our proprietary spreadsheet framework for calculating net contribution margin after COGS, shipping, and payment gateway fees.

Focus: Blended MER, Contribution Margin, Working Capital
CREATIVE VELOCITY • 5 MIN READ

Building a High-Velocity TikTok & Reels Creative Testing Matrix

How to transform 2 creator shoots into 36 high-converting short-form video variants. Includes our 3-second hook evaluation rubric and drop-off rate formulas.

Focus: UGC Hook Testing, Thumbstop Rate, Spark Ads
TRACKING INFRASTRUCTURE • 7 MIN READ

First-Party Data and Server-Side CAPI: Bypassing iOS Dropoff

Why client-side pixels miss 25-35% of high-ticket purchase events. A step-by-step blueprint for configuring an AWS Conversions API gateway with 99% match quality.

Focus: AWS CAPI, Match Quality, Deduplication Tokens
SCALE BOTTLENECKS • 9 MIN READ

Scaling From $100K to $1M/Month: The 4 Common Failure Points

What breaks when you 10x your daily media budget? An analysis of inventory lead times, payment processor reserves, audience fatigue, and auction threshold traps.

Focus: Growth Pitfalls, Scaling Chambers, Cash Flow Cycles
CONNECTED TV • 6 MIN READ

Connected TV (CTV & OTT): Measuring True Incrementality

How performance DTC brands are using Roku and Hulu programmatic buys to lower blended Paid Social CAC by up to 22% using household cross-device graphing.

Focus: CTV Programmatic, Cross-Device Attribution, Lift Testing

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