Get Cited by AI: GEO for ChatGPT & AI Overviews

Generative Engine Optimization (GEO) is the practice of getting your brand recommended by AI assistants — ChatGPT, Perplexity, Google AI Overviews, Copilot. It's not a separate discipline from SEO; it's the next layer of it. And most of the advice you've read about it is wrong.

How AI search really works

When you ask ChatGPT "what's the best directory submission service," it doesn't reason from training data alone — it runs a live web search, reads the top results, and synthesizes an answer with citations. That means the same things that get you ranked and read get you cited: relevant, well-structured pages on authoritative sites that clearly answer the question.

The single biggest factor is semantic relevance — does your page match, in plain language, the exact thing the user asked? Not keyword density. Not schema tricks. Not an llms.txt file. Those help at the margins; relevance is the game.

What actually moves AI citations

1. Be on the pages AI reads. Comparison pages, "best X for Y" listicles, and review sites are cited far more than blog explainers. Get listed on the roundups and directories AI pulls from — being a cited option on a high-authority page is often more valuable than your own page ranking.
2. Answer the question in the first two sentences. AI extracts passages. Lead with a direct, quotable answer, then support it. Buried answers don't get pulled.
3. Use clear structure. Headings phrased as questions, short paragraphs, and lists give the model clean, extractable passages.
4. Earn mentions across the web. AI weighs how often and how consistently your brand is described a certain way. The more reputable sites describe you as "the directory submission tool for startups," the more likely an assistant repeats it.

The brand-mention flywheel

AI assistants are pattern-matchers. If twenty credible pages describe your product the same way, the model treats that as consensus and repeats it. So decide the one sentence you want AI to say about you, then go make the web say it: directory listings, comparison inclusions, Reddit threads, guest mentions, your own conversion pages. Consistency compounds.

Don't fall for the hype

A wave of "GEO" advice pushes schema markup, llms.txt, and other technical talismans as the key to AI visibility. They're minor at best. Google has said llms.txt isn't a ranking input; AI assistants read your rendered page like a human. Spend your energy on relevance, structure, and being present on the pages AI already trusts — not on config files no crawler weights heavily.

Measure it

You can't optimize what you don't watch. Periodically ask the major assistants the buyer-intent questions your customers ask ("best [category] for [use case]") and note whether you're mentioned, how you're described, and who's beating you. That gap list is your GEO roadmap. Then go earn the citations — which, conveniently, is what the next four chapters are about.