AI Search Turned SEO Into an Engineering Problem: How to Win Citations, Measure Volatility, and Execute Faster
AI search isn’t replacing SEO—it’s forcing it to become measurable, multi-platform, and execution-driven. Here’s how to monitor citations across ChatGPT/Perplexity/Claude/Google, build closed-loop workflows, and use approved automation to ship fixes safely.