From 604K to 4.6M Impressions: The AI SEO Playbook

The complete AI SEO playbook: from zero to 4.6M impressions in 3 months

This open-source playbook reveals the complete system behind a content engine that grew from 604K to 4.6M monthly impressions in three months. It includes 14 diagnostic scripts for Google Search Console data, multi-model AI agent orchestration, quality gates to avoid AI detection, and safety guards for cost control. The methodology emphasizes feedback loops: GSC data drives weekly reports, which trigger title rewrites, cannibalization fixes, and content refreshes, all automated via CI.