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"Just Use AI" Is Terrible Adtech Advice
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Short Form
Ethan
February 18, 2026
Summary
People aren't getting results because they throw everything at an LLM and pray. Here's what actually works: decompose your content into layers, build retriever pipelines, match against your taxonomies —
short-form
About this video
People aren't getting results because they throw everything at an LLM and pray. Here's what actually works: decompose your content into layers, build retriever pipelines, match against your taxonomies — THEN layer AI on top. The order matters. Most companies do it backwards. #AI #AdTech #LLM #Taxonomies #ContentStrategy #BrandSafety #HotTake