GEO and SEO
GEO sits next to SEO. It does not retire it.
Search optimization earns a listing in a results page. Generative engine optimization earns a mention inside an answer. The work overlaps, and the failure modes do not.
A useful SEO page is specific, internally linked, and allowed in robots.txt. A useful GEO page is those things, plus easy for a non-Google crawler to fetch, and easy to quote without inventing the product. If your title says one brand and your H1 says another, both a search snippet and an answer get worse.
The split shows up in the crawlers. Classic SEO cares about Googlebot and Bingbot. Answer products also fetch with GPTBot, ClaudeBot, PerplexityBot, and controls such as Google-Extended. A site can rank in Google Search and still tell GPTBot to stay out.
Run a free check
Brand, website, and an optional category. You get a shareable report with a citability score, a prompt pack, and a paste scorer.
Same job, different proof
| Question | SEO | GEO |
|---|---|---|
| Where does the person look? | A results page of links | An answer that may not link at all |
| What does “winning” look like? | A ranking you can recheck | A mention that changes between chats |
| What do you control today? | Pages, links, indexation | Access, clarity, and corroboration elsewhere |
| What can a free crawl prove? | Whether the page is fetchable and marked up | The same, for AI user-agents and llms.txt |
The table is a map, not a study. Nobody on this site counted queries or clicks to fill it in.
A practical split of labor
Keep the SEO basics: one title, one H1, a canonical, and a description a human can finish. Add the GEO basics: an explicit allow for the crawlers you want, a short /llms.txt, and Organization plus WebSite schema that use the same name. Then write one comparison page that names alternatives without hiding yours.
Details on the crawler file live in robots.txt for AI crawlers. The file convention is covered in what llms.txt is.
Questions
Does GEO replace SEO?
No. Search still sends people to pages. GEO is the extra work of being quotable in an answer. Teams that abandon titles, internal links, and indexation usually get worse at both.
Is Google-Extended the same as Googlebot?
No. Googlebot crawls for Search. Google-Extended is a separate control for Google’s generative training use. Blocking one does not automatically block the other, and blocking star (*) can block both if you are careless.
Should every SEO page also be an “AI page”?
Write pages a person would still want. Comparison pages, docs, and pricing are useful to both a searcher and an answer engine. Thin pages that exist only to mention a model are not.
Where does Benchline sit?
It checks the on-site half: crawler access, llms.txt, schema, and brand consistency. It does not replace rank tracking, and it does not replace opening a chat product and reading the answer.
Related guides
- Does ChatGPT mention my brand?
A practical way to look, why one screenshot is not a rank, and how to score the answer you already have.
- Free GEO tools you can use this week
A map of free checks: citability crawls, prompt lists, paste scoring, and the paid suites we do not copy.
- What is generative engine optimization?
A plain definition of GEO, what you can change on your site, and what no tool can promise.