Ask ChatGPT for the best fishing charter on the Kenai, or let Google's AI Overview answer "reliable HVAC company Anchorage," and notice what happened: nobody clicked ten blue links. The engine answered — named two or three businesses and moved on. Either you're in that answer or you don't exist for that customer.
Getting into those answers is what we call GEO — generative engine optimization. It's not a magic trick, and anyone selling it as one is selling you prompt-hacking snake oil. Here's what actually moves it.
How AI engines pick who to name
Language models name businesses they've seen described consistently and credibly — in their training data, and increasingly in the live web results they retrieve before answering. Three things dominate:
1. Being quotable. Engines lift text that answers a question directly. A page that opens with "Local SEO for an Alaska service business typically costs $650–$1,550/mo and takes 30–90 days to move rankings" is liftable. A page that opens with "In today's fast-paced digital landscape…" is not. Write TL;DRs, facts tables, and FAQs phrased the way people actually ask.
2. Entity consistency. The engine has to be certain that Hype Digital Marketing (Anchorage), @growwithhype, and the business at (907) 252-1542 are the same thing. Consistent name-address-phone everywhere, schema.org markup on your site, a complete Google Business Profile, and real citations knit that identity together. Sloppy entities get skipped — the engine can't risk naming the wrong business.
3. Credible mentions elsewhere. Models trust what multiple independent sources repeat. Local press, chamber directories, industry lists, review platforms. This is old-fashioned digital PR wearing a new jacket.
What this means in practice
The honest news: GEO is 70% doing classic SEO extremely well — structured data, real content, consistent citations, reviews. The other 30% is a writing discipline: publish direct answers with real numbers, mark up your FAQs so machines can parse them, and say clearly what you do, where, and for how much — the three things engines need before they'll repeat your name.
The uncomfortable news: it compounds slowly and it can't be faked quickly. Which is exactly why the businesses that start now will be the default answers in their categories by the time everyone else notices the traffic shift.
Measuring it
You can't rank-track a conversation, but you can watch: AI-referral sessions in analytics (Perplexity, ChatGPT, Copilot referrers), branded search volume (people ask AI, then Google you), and periodic manual checks — ask the engines your customers' questions and log who gets named. We run that log monthly for clients.
GEO is built into how we do SEO — and if you want to see how your business shows up in AI answers today, that's part of the free audit.