Every few months there's a new three-letter word you're supposedly failing at.
It was SEO for twenty years. Then AEO showed up — answer engine optimization. Then GEO, generative engine optimization. Now I'm seeing LLMO, large language model optimization, which is the same hat wearing a longer coat. By the time you've half-figured out what one means, there's a new one, a fresh batch of experts, and a fresh batch of panic that you're already behind.
Here's the thing nobody on that treadmill will tell you: you don't have to run on it.
The acronym changes. The job doesn't.
I've been building and fixing websites since the mid-'90s. I have watched this exact thing happen over and over. New term, new gold rush, everybody shouting that the rules just changed forever and you'd better buy the course before it's too late.
And underneath every single one of them, the actual job stayed the same: help people find you, make it obvious you're worth trusting, and don't make it hard for the machines — or the humans — to understand what you do. That's it. That's been the job the whole time. The acronyms are just this decade's costume on it.
So when someone tells you AEO is a whole new discipline you have to master, what they usually mean is: there are a few new wrinkles, and I'd like to sell you a forty-hour education on them. The wrinkles are real. The forty hours are optional.
What's actually new (the short, honest version)
A couple of things genuinely changed, and they're worth knowing:
- Search engines answer questions directly now instead of just handing you a list of links. So getting mentioned in the answer matters more than it used to.
- The AI pulls from more places than just the top of Google — other people's articles, community threads, video. So being talked about off your own site counts for more.
- A few technical settings can hide you from the AI completely, and most people don't know to check them.
That's the real news. Notice it fits in a paragraph. Everything else in those breathless threads is detail, or repackaging, or fear dressed up as urgency.
What this means for you on a Monday
You don't need to become fluent in the alphabet. You need someone who reads all of it — and I do read all of it, that part's not optional for me — and tells you the handful of things actually worth doing. That's the whole relationship I'm proposing. You run your business. I keep up with which letters matter this quarter and translate them into “here, do these three things.”
Because here's what I know after thirty years: the people who win at this aren't the ones who chased every acronym. They're the ones who did the boring durable stuff well and let the trends wash over them. The fundamentals don't trend. They just keep working while everyone else is busy panicking about the new initials.
Next time a new three-letter word shows up — and it will — you have my permission to not panic. Or to forward it to me and let me tell you whether it's worth your Monday.
I write about this stuff every week in Unhidden. The whole project is translation: noise in, plain English out.