Walk into any marketing meeting in 2026 and someone will say, "We need an AEO strategy." Or "GEO." Or "LLM SEO." Pick your acronym. The room nods like they all know what it means. None of them do, and most of the agencies pitching it don't either.
I've spent twenty years doing this. SEO consulting. Performance marketing. Built and scaled a 14× Inc. 5000 agency. The AI thing is real. The panic about it is theater.
Here's what's actually going on, in a paragraph:
The AI search engines — ChatGPT, Perplexity, Gemini, Google's AI Overviews — are still pulling from the open web. They cite sources. The sources they cite are the same sources Google's organic search has rewarded for the last decade: pages with real expertise, clear structure, fresh updates, and trustworthy signals. The pipes are different. The water is the same.
If you've done good SEO, you have a head start. If you haven't, you're going to lose a generation of customers to whoever did. That's it. That's the whole panic.
What's actually different
Three things have shifted, and pretending they haven't is what gets you in trouble:
1. The click is dying.
Google's own data — backed up by independent measurement firms — shows that more than 60% of searches now end without a click. The user got their answer in the SERP, in the AI Overview, or directly inside ChatGPT. They never visited your site.
If your KPI is "organic sessions," you are measuring a thing that is going away. The real KPI is now mentions. Are you the source the AI cites? Are you in the top three results that fed the answer? If yes, you got pipeline value. The user heard your name, in your category, in the moment they were deciding. That's the new front of the funnel.
2. Citation behavior has rules — and they're not the same as Google's.
Google rewards authority and freshness. AI engines reward something subtler: structure that's easy to parse and quote. Numbered lists. Direct definitions. Comparison tables. Statements that can be lifted and credited without the model having to interpret a wall of prose.
Watch what gets cited in a Perplexity answer. It's almost always the page that gave the cleanest, most quotable version of the fact. If your page buries the answer under three paragraphs of "in today's fast-paced digital landscape," the model skips you and quotes someone clearer.
3. Brand signal compounds faster.
Here's the part nobody talks about. AI engines weigh brand co-occurrence heavily. If your brand keeps showing up next to a category — in news mentions, in podcasts, in third-party listicles, in Reddit threads — the model starts to associate you with that category. Without you doing on-page SEO at all.
This is huge for SMBs. A law firm that gets quoted in three local business journals about employment law starts ranking in ChatGPT for "employment lawyer Syracuse" without ever writing a "best employment lawyer" article. The mention is the ranking signal.
If you're a small business owner reading this and wondering whether you should panic: don't. But also don't ignore it. The agencies treating AEO as a brand-new discipline are selling you snake oil. The agencies treating it as "a slight evolution of SEO with citation hygiene baked in" are telling you the truth.
So what do you actually do about it?
This is the part where most "AEO playbook" articles devolve into a 47-step checklist. I'm not going to do that. Here are the four things that matter, in priority order:
1. Make your page quotable.
For every page that's supposed to rank, ask: if a model wanted to lift one sentence as the answer to a search query, what would it lift? Make sure that sentence exists, near the top, in clean prose. Add a definition. Add a one-line summary. Stop opening with "In an increasingly competitive landscape." Just say the thing.
2. Add structured data.
FAQ schema. HowTo schema. Article schema with author entities. The AI engines parse this. Most of your competitors don't have it. We cover this in our Get Found service, but you can DIY most of it with a Schema.org generator and a half hour.
3. Get mentioned.
Digital PR is back, and it's the highest-leverage AEO move you can make. One mention in a credible third-party publication does more for your AI visibility than ten optimized blog posts. Pitch journalists. Get on podcasts. Sponsor an industry newsletter. Be in the corpus the models read.
4. Audit your current visibility.
You can't fix what you don't measure. Run yourself through ChatGPT, Perplexity, and Gemini for the queries that actually drive your business. Are you in the answer? Are you in the citations? If not, who is? That's your competitive set, whether you knew it or not.
(Yes, this is a setup for our pitch. We built a tool that does this for free. Five minutes, see exactly where you stand. No credit card. The pitch is at the end of the report, and it's optional.)
The bottom line
AEO isn't a new playbook. It's the old playbook with one new requirement: your content has to be quotable, your brand has to be mentioned, and your structured data has to be clean. Everything else is noise.
The agencies promising you a magic AEO ritual are charging you for SEO they should have been doing already. The ones telling you "it's evolving SEO with new citation behavior" are the ones who actually understand it.
Pick accordingly.