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
Quentin
Yacoub
Building practical tools for everyday marketing workflows.
Hi, I'm Quentin, an SEO/GEO Specialist at Adobe building AI tools for Site Optimizer and LLM Optimizer. Here, I document where search is heading and share the practical strategies I actually use to navigate the AI shift. No promises of replacing your marketing team with AI agents, get-rich-quick schemes, or spinning thousands of articles. Just notes and experiments to figure out this new landscape.
What I Do
Blog
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
News
Latest News
SEO, GEO & AI News: April 6th – April 12th, 2026
Stay ahead with the latest SEO & GEO news (April 6th – April 12th, 2026). Insights on why robots.txt fails news publishers and the 20% drop in GPT-cited domains.
8 min read
SEO, GEO & AI News: March 23rd – April 5th, 2026
Stay ahead with the latest SEO & GEO news (March 23rd – April 5th, 2026). Insights on Google’s March Core Update, OpenAI’s strategy, and AI crawler optimization.
8 min read
Stay Connected
Let's talk SEO, GEO, and AI Automation
Want to figure out how to adapt your SEO strategy to AI search? I share my newest articles, experiments, and daily learnings directly on LinkedIn. Connect with me there to stay updated on this changing landscape and see what actually works.
Connect with me on LinkedIn