The SEOST AI Search Playbook
AI Search & GEO.
The fastest-moving topic in search. How to get cited and recommended inside ChatGPT, Google AI Overviews and the answer engines reshaping discovery.
Search is splitting in two — ten blue links on one side, a written answer on the other. The written answer is winning.
AI Overviews and chat assistants now intercept millions of searches before anyone reaches a website. If a model answers the question, your perfect-ranking page never gets the click — unless you're the source it cites. That's the game now.
This is the hottest topic in the room, and it's moving weekly. Start with the fundamentals below — GEO, AEO, entities — then work the guides. When you want the current plays, we run them live at SEO Spring Training.
The Disciplines
Six fronts of AI search.
Winning in answer engines isn't one trick — it's a stack of signals. Each front below feeds the next.
Generative Engine Optimization
Earning visibility inside AI-generated answers — the discipline of being the source models cite.
Explore →Answer Engine Optimization
Structuring content as clear, liftable answers so engines quote your page directly.
Explore →ChatGPT Optimization
Getting surfaced and cited inside ChatGPT — how the model picks and names its sources.
Explore →Google AI Overviews
Winning placement in Google's AI Overviews — the signals that decide which pages get summarized.
Explore →How to Rank in AI Search
The practical workflow for earning citations across ChatGPT, Perplexity and AI Overviews.
Explore →GEO vs SEO
What's genuinely new about optimizing for answer engines — and what's still just good SEO.
Explore →The Foundation
How answer engines choose a source.
Every AI citation comes down to three questions. Get these right and the citations follow.
Can the model understand you?
Entities and structure come first. If a model can't cleanly identify who you are and what the page is about, it can't quote you — no matter how good the writing is.
Is your answer the clearest?
Models lift the passage that answers the question best — direct, specific, well-formed. Burying the answer under 400 words of warm-up hands the citation to someone else.
Do they trust your source?
Authority still decides ties. Links, reviews, a real author and a consistent entity across the web tell the model whose answer is safe to surface.
Start Here
AI search & GEO guides.
Practical, start-to-finish walkthroughs — the exact moves we teach for ranking in answer engines.
How to rank in AI search
The step-by-step playbook for getting cited in ChatGPT, Google AI Overviews and Perplexity.
What is generative engine optimization?
GEO explained from the ground up — what it is, why it matters, and how it differs from SEO.
What is answer engine optimization (AEO)?
How to structure content so answer engines pick your passage as the response.
GEO vs SEO: what actually changes
Where the two overlap, where they don't, and how to invest without abandoning what works.
Keyword strategy for AI Overviews
Which queries trigger AI Overviews, and how to target the ones you can still win the click on.
The future of SEO in the AI era
What's changing, what isn't, and where to place your bets for the next few years.
AI didn't kill SEO. It raised the stakes. The sites building entity and GEO signals now are the ones getting cited while everyone else argues about whether it's real.
Terry SamuelsFounder & Host, SEO Spring Training
Learn AI search before your competitors do.
This is the topic the whole room comes for. Four days of live GEO and AI-search plays at SEO Spring Training — real accounts, current tactics, nothing recycled.
Questions
AI search, answered.
What is AI search?
AI search is discovery through answer engines — ChatGPT, Google AI Overviews, Perplexity and the rest — where a model reads the web and writes the answer instead of handing back ten blue links. Winning there is a discipline of its own, and it's the fastest-moving topic in search right now.
What is GEO (generative engine optimization)?
GEO is the practice of getting your business cited and recommended inside AI-generated answers. It overlaps heavily with classic SEO — the same relevance, authority and structure signals — but adds a focus on clear entities, quotable passages and being the source the model trusts.
Is GEO different from SEO?
They share a foundation. The pages AI answers pull from are, overwhelmingly, the pages that already rank — so strong SEO is the price of entry. GEO layers on top: structured, entity-rich content written to be lifted verbatim into an answer.
How do I show up in ChatGPT and Google AI Overviews?
Be the clearest, best-structured source on the topic, establish your entity, earn citations, and answer the question directly near the top of the page. The guides above walk through each move, and we run the live plays on stage at SEO Spring Training.
Is AI search worth optimizing for yet?
Yes — this is the moment to move. AI Overviews and chat assistants are already intercepting searches before they reach your site. The sites building entity and GEO signals now are the ones getting cited while everyone else waits.
About the author
Terry Samuels
Founder and host of SEO Spring Training and the SEOST Digital Marketing Conference — a Salterra event in Chandler, Arizona. Terry has spent years building and ranking real businesses, and brings the practitioners who do the same to one stage each spring.
Last updated October 2026 · Reviewed by the SEOST team