Keep seeing AEO/GEO abbreviations for AI search — what do they mean, are they necessary?

The digital marketing world loves taking existing tactics every five years, slapping a new three-letter acronym on them, and selling them back to you. Yesterday it was voice search optimization, today it's GEO. The core rule hasn't changed: pages that satisfy search intent, are technically crawlable without errors, and get cited by authoritative sources will always come out on top.

AI models need three technical things to cite a page: complete schema markup, clear entity definition, and semantic clarity in the copy. Models parse clearly structured paragraphs far more easily than convoluted sentences. This is routine technical optimization work, it doesn't require a whole separate specialty.

Over the past six months, without paying any agency extra money, we marked up the Q&A sections of all our course pages with structured data. As a result, our citation rate in generative AI overviews jumped significantly. Cost us zero dollars, just 15 hours of internal content editing.

Ask your agency this: what metric and what tool will you use to report GEO success? Generative search engines produce different overviews for the exact same user asking the exact same question at different times. Tying up $1,500 a month in a service that can't be measured and has no established rank-tracking setup is just throwing money away.

Three things you can do right away: 1) Add FAQs with clear, direct answers to the bottom of your course pages. 2) Tag those FAQs with proper schema markup. 3) Tell your agency to make the content more concise and information-dense within your current budget. Don't open up extra spend.

Next year when it's time to renew your contract, they'll probably slap some new buzzword on the table like LMO (Language Model Optimization) or QAO. Marketers crank out acronyms faster than AI processors compute seriously don't fall for it.

I recommend reviewing the technical scope clauses in your current service agreement carefully. If technical auditing and content optimization are already committed deliverables, adapting to AI search engines isn't a new service; it's an obligation to align existing performance with current search engine algorithms.

edit: fixed a few typos.

Bottom line, the consensus here is clear: AEO and GEO reflect real search trends, but they aren't standalone line items. Decline the agency's upsell and have them fold those same requirements into the technical and content scope of your existing contract.

There are three things to check when doing this. The harder it is to reverse a decision, the slower you should make it.

Ranking is the result, search intent is the input. Look at intent first. Just leaving this note, it might be useful.

The opposite happened to me, that's why I'm writing. Don't trust anyone who gives guarantees; there are no guarantees in this business.

Great work. honestly the answer varies greatly by industry; there is no one-size-fits-all rule.

Everyone rushing into artificial intelligence search optimization gets stuck at the same point. That's all sorry if I went on too long.

Generally correct, but one part is missing. Speed is a threshold issue; if you're already fast making it faster changes nothing.

There are three things to check when doing this. A page that answers one question works better than one touching on five topics.

Everything goes well for the first three months; problems arise in the fourth. Proven by experience.

I'm writing this so you don't make the same mistake. The harder it is to reverse a decision, the slower you should make it.

Good luck with that.

There is something to watch out for. When making decisions, write down the worst-case scenario too, not just the best.

If you post the result here, it will help others too.

Here's how it went for us. When you try to change everything at once, nothing settles.

Speed is a threshold issue; if you're already fast, making it faster changes nothing.

The opposite happened to me, that's why I'm writing. Everything goes well for the first three months; problems arise in the fourth.