About

I'm Milton Talukdar, an SEO Manager working on organic growth for B2B SaaS companies.

I've spent more than eight years in SEO — across agencies, in-house roles, and SaaS products. My day-to-day work sits at the intersection of technical SEO, content strategy, and analytics: diagnosing why pages don't rank, building content systems that do, and proving the revenue impact of organic search.

Lately my focus has shifted toward how AI is changing search. I run experiments on GEO (generative engine optimization), track how LLMs cite sources, and study what makes content get picked up in AI-generated answers.

This site is where I publish that work: teardowns of real sites, tutorials for the tools I use, and write-ups of experiments — including the ones that fail. I also build small SEO tools; you can find them on the projects page.

You can find me on LinkedIn.