Short, specific write-ups on GEO, AI-visibility, and what actually gets a page cited — not recycled listicle advice.

A simple way to spot low-density copy before AI search engines pass it over for a competitor.

A behind-the-scenes migration of this site to Astro and Vercel, and the two invisible failures that never threw an error: a missing homepage, a dead stylesheet.

A case study on why spec-only B2B product pages fail with AI search engines, and what content and internal-linking fixes actually solved it.