Why we stopped chasing GEO and went back to classical SEO

For a while, "GEO" (Generative Engine Optimization) was pitched as a new discipline: write differently, and AI engines will cite you. We tried it. We are not chasing it anymore.

Here is why. Google has said plainly that it evaluates content quality, not content origin or the acronym you wrap around your process. There is no separate ranking system for "AI-cited" content that rewards a different set of tricks than classical SEO already rewards. Clear structure, factual accuracy, direct answers, and real research have always mattered. GEO did not invent that. It just repackaged it.

What actually moves the needle

1. Answer the question in plain language, near the top. This is not a GEO trick, it is readability — and it has been a ranking factor for years.
2. Cite primary sources. Link to docs, research, or data you own. This builds authority regardless of who or what is reading.
3. Structure with real headings. Sections that each answer one sub-question help skimming readers and crawlers alike.
4. Stop at done. Padding to hit a word count dilutes the page instead of strengthening it.

None of this is specific to being "cited by an LLM." It is specific to being useful.

What this means for your site

Skip the TL;DR boxes and FAQ blocks bolted on for the sake of an acronym. Write the page a knowledgeable person would actually want to read, structure it well, and let search — human and machine — do the rest. That is what our own pipeline is built around now: understand your site's context, research the topic properly, and write in your voice with classic on-page SEO fundamentals. No shortcuts, no separate discipline required.