Peace Family,
Here’s the Rundown: I went down the rabbit hole on three shiny acronyms, AEO, GEO, and LLMO, and found something fascinatingly ordinary underneath: the plain work that has always won customers. Here’s each one, and the one real change AI brought.
What is answer engine optimization?
AEO is the pitch that instead of ranking a page, you try to be the answer an AI hands back. GEO points the same idea at chatbots like ChatGPT. LLMO wears a lab coat and promises you can tune the AI itself, which you can’t: the model was trained long before you showed up; nobody edits the mountain or the math.
Peel the labels off; the work underneath is identical. Be a business people talk about, answer questions plainly, and show where your numbers come from. When someone pitches you “LLM optimization,” translate it to “a good reputation” and price it accordingly.
What actually earns the AI’s answer?
A study of 75,000 brands found the number one predictor of showing up in AI answers is how often people mention your business around the web; the most-mentioned quarter saw about 10 times the visibility [1]. You don’t buy that. You build it slowly.
The researchers who coined GEO measured what makes an AI cite a source, and substance won: real statistics, named sources, quotes from people who’d know, up to 40% more visibility [2]. The move that wins with the robots is the move that wins with a skeptical human.
One real change, told gently: when an AI summary sits on top of a search page, clicks to websites nearly halve, from 15 in 100 searches down to 8 [3]. Those summaries show on about 1 in 10 searches so far [4], and the way in is the same plain work.
“My clients come from Facebook and Instagram. Why care?”
Fair. Keep what’s working. You’re renting it, though. In 2012, a post reached about 16 in 100 of your own followers; by 2025 it was 1 or 2 [5]. You built the following, and the platform decides who sees you.
There’s a harder piece, especially if you’re a woman or an owner of color: researchers ran identical, neutral ads and Meta’s system still delivered them along lines nobody drew, some housing ads to audiences over 72% Black, lumber jobs 90% male [6]. The whole story is in social media views but no customers. I’m telling you so you know the field was tilted, & it wasn’t your fault.
8 in 10 Americans search for a local business every week [7], and your website and Google card answer to you, not to a feed. So keep the social. Just plant your storefront on ground nobody else gets to shrink.
Where to start, plain and free: finish your Google card, get a simple site that answers real questions, ask happy customers for reviews. I can’t promise a ranking, and nobody honest will. That plain work is folded into every site we build: AI search for small business. An hour of straight answers on your setup is a consultation: $125, and you leave with the list either way.
Sources
- ahrefs.com · 75,000 brands: web mentions are the top AI-visibility predictor; top quarter about 10x
- arxiv.org · the GEO paper: statistics, sources, and quotes lift AI visibility up to 40%
- pewresearch.org · 8 in 100 click a website under an AI summary, 15 without
- ahrefs.com · AI summaries appear on roughly 1 in 10 searches
- hootsuite.com · Facebook organic reach: about 16% of followers in 2012, 1–2% by 2025
- arxiv.org · Northeastern study: identical neutral ads delivered along skewed lines
- brightlocal.com · 8 in 10 Americans search online for a local business every week