ChatGPT 5.3/5.4 Query Fan Out Extraction Bookmarklet
Get a free bookmarklet to extract the hidden search queries and citations ChatGPT uses to build its answers.
5 min read
My Thoughts on Search & AI
I write about where search is heading and share whatever I am finding interesting right now. Expect practical guides on SEO, GEO, and real ways to automate your work.
Latest Articles
What is AEM Sites Optimizer?
Go behind the scenes of AEM Sites Optimizer to see how we are building an autonomous site optimization system at Adobe.
6 min read
My SEO/GEO Technical Stack: Architecture and Results
Go behind the scenes of an SEO/GEO-first blog architecture. Discover how Astro, Cursor, and Cloudflare deliver perfect Core Web Vitals and peak crawlability for LLMs
15 min read
Hello World: My First Website
Welcome to my personal blog. Discover why I built this sandbox to document my experiments in SEO, GEO, and AI-driven search. Here's what to expect.
8 min read