What we measured ·
What Google shows for "what is llm seo" right now
Method: Live Google results (United States, desktop, English) for "what is llm seo" retrieved through DataForSEO's SERP API on 2026-10-22. Page types are our own classification of each ranking URL.
The top 8 organic results for "what is llm seo" were 6 guides or explainers, 1 video, 1 product or service page. The first three were yoast.com, neilpatel.com, napollo.net.
Google showed an AI Overview for this query, citing 7 source domains including yoast.com, neilpatel.com, www.reddit.com, dwao.in. Pages that state the answer directly and early are the ones an Overview can quote.
People Also Ask listed: "Which LLM is best for SEO?"; "What are the four types of SEO?"; "What is the difference between SEO and LLM?"; "What is LLM SEO called?". The sections below answer the ones within this page's scope.
| Position | Domain | Page type |
|---|---|---|
| 1 | yoast.com | Guide or explainer |
| 2 | neilpatel.com | Guide or explainer |
| 3 | napollo.net | Guide or explainer |
| 4 | www.linkedin.com | Guide or explainer |
| 5 | dwao.in | Guide or explainer |
| 6 | www.youtube.com | Video |
How LLM-based products use web content
LLM products use web content in two ways. During training, models learn associations between names, categories, and facts from large text collections. At answer time, many products retrieve current pages through search and write an answer from them, often with citations. LLM SEO targets both: being described accurately and consistently across the web, and being retrievable and quotable when an answer is written.
Examples of LLM SEO work
Typical tasks fall into four groups.
| Area | Example task |
|---|---|
| Access | Allow OAI-SearchBot, PerplexityBot, and Claude-SearchBot; serve content in server-rendered HTML |
| Content | Rewrite a pricing page so the first sentence states plans and prices with a date |
| Entity clarity | Use the same category description for the product on the site, LinkedIn, and review sites |
| Mentions | Correct an outdated description of the product in a widely cited comparison article |
| Measurement | Run 40 buyer prompts three times each per engine monthly and log mentions |
LLM SEO, GEO, AEO, and SEO
GEO, generative engine optimization, is the term from the 2023 research paper and is the most common synonym. AEO, answer engine optimization, emphasises being the direct answer, including in classic features such as featured snippets. SEO remains the foundation: LLM products mostly find current content through search indexes, so pages that cannot be crawled or indexed are invisible to them too. Choose one name for your team and measure both search and AI visibility.
Which LLM is best for SEO work?
This question from People Also Ask is about a different meaning: using an LLM to do SEO tasks. Any of the leading models can cluster keywords, draft outlines, and analyse exports when given real data; the choice matters less than providing accurate inputs and checking outputs. Our guide to using ChatGPT for SEO covers the workflow.
Where to start
Check AI crawler access with our free checker, fix the opening paragraphs of your five most important pages so they state facts plainly, and write a prompt set to measure a baseline. Then read our guide to optimising content for LLMs for the writing techniques. SerionFlow builds new pages in this answer-first form behind quality gates; it does not replace the mention work, which happens on other sites.
Clear answers
Frequently asked questions
What is the difference between SEO and LLM SEO?
+
SEO aims for rankings in search results. LLM SEO aims for mentions and citations in answers written by language model products. They share foundations, and LLM SEO adds measurement across AI engines and work on cited third-party sources.
What is LLM SEO called?
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It is also called generative engine optimization (GEO), answer engine optimization (AEO), AI SEO, or AI search optimization.
About the author
Shadrack Kumi · Founder, SerionFlow
Shadrack builds SerionFlow's site research, page generation, and Search Console tooling, and runs the free tools these guides pair with. Search Console figures cited on these pages come from serionflow.com's own property.
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