I Built a 3-Prompt SEO System That Finally Turned Impressions Into Clicks

High impressions with near-zero clicks is a specific failure mode — and it has a specific cause. Most content is built around a topic, not around what the SERP is already asking for. The Intent-First Pipeline fixes that with three sequential prompts: one for intelligence (SERP analysis, competitor filtering, GSC data, site architecture), one for structural planning with a human checkpoint, and one for generation with 22–25 built-in failure conditions. The result is a page that targets Featured Snippets, PAA, How-To and Table Snippets, AI Overview citations, image search, and mid/long-tail queries — simultaneously, on every publish.