GEO, AEO, GSO, LLMO… P?
When I first saw these acronyms flooding my SEO feeds, my reaction was immediate: “Here we go again.”
But here’s the thing. I’ve been playing World of Warcraft for years, where “LF2M +14 TOP NEED HERO” makes perfect sense to anyone in the community. To outsiders? Complete gibberish.
That gaming experience prepared me for what I’m seeing in SEO right now.
The Great Rebranding
I’ve been doing SEO for over 10 years. When I see GEO and AEO being pitched as revolutionary concepts, I know exactly what they’re repackaging.
It’s boring ol SEO.
Content creation. Technical SEO. Backlinking strategy. Good website structure. Everything I’ve been doing for a decade, just with shiny new labels slapped on top.
Google’s Gary Illyes confirmed this when he officially debunked the AI Search terminology explosion, stating that standard SEO is all you need for AI Overviews.

The terminology chaos is so bad that there’s no common taxonomy. Agencies are adopting different acronyms for the same exact thing.
Real Changes vs Marketing Fluff
Don’t get me wrong. Some things have actually changed.
After Google’s Helpful Content Update, Reddit became ridiculously valuable for backlinking. That’s a real tactical shift worth noting.
Data from Semrush shows Reddit’s massive spike in 2024, ranking for keywords that SEOs had worked years to capture.
When I report monthly results to clients, they get excited about these real changes. Reddit strategies. ChatGPT optimization. Things that actually move engagement metrics.
They care about results, not fancy acronyms.
The Marketing Reality
Here’s my brutally honest take: we’re all just marketing with buzzwords.
That’s how business works. You gotta jump on the trends.
But there’s a difference between speaking the market’s language and contributing to the noise. I walk that line by being brutally honest with facts and numbers.
When clients come to me excited about “revolutionary” AI Search strategies, I tell them the truth. AI SEO strategies ARE SEO strategies. We have more than 10 years of experience doing exactly that.
Some strategies need slight tweaking. Reddit backlinking wasn’t on my radar five years ago. Now it’s almost a no-brainer.
But the fundamentals? Content optimization, keyword strategy, technical SEO, site structure? That’s the same toolkit I’ve always used.
The Bottom Line
Every industry creates specialized language. Gaming has it. SEO has it. AI Search has it.
The difference is knowing when you’re looking at genuine innovation versus old wine in new bottles.
Most of these AI Search terms are just SEO fundamentals with fresh packaging. The sooner you recognize that pattern, the sooner you can focus on what actually matters.
Moving the needle for your clients.
Everything else is just acronyms.
You don’t need new acronyms. You need SEO that actually moves the needle.
I’ve been doing that for 10+ years. Hit me up if you want facts over fluff.