The Problem
Manual content creation did not scale and missed high-intent long-tail queries.
The Hypothesis
Programmatic generation of SEO-friendly pages will capture long-tail demand at scale.
The Decision
Designed a scalable page architecture driven by content type, vertical and user intent.
Retrospective
Stronger upfront governance to prevent keyword cannibalization.
🤖 AI Logic Check
Analysis for this specific engineering logic: