u/roggonzalez42

AI sounds useful, but aviation training needs to be accurate. What would an AI ATC simulator need to prove before you would trust it?

I've been noticing more brands talk about AI search lately, and it reminds me a bit of the early days of SEO when everyone knew things were changing but nobody was completely sure where it was heading.

What I'm curious about is whether AI visibility will eventually become as competitive as traditional SEO. Are enterprise brands getting involved early enough, or are most still waiting to see how things develop? And will GEO become a normal part of marketing over the next few years, or remain a niche service?

I've been noticing more brands talk about AI search lately, and it reminds me a bit of the early days of SEO when everyone knew things were changing but nobody was completely sure where it was heading.

What I'm curious about is whether AI visibility will eventually become as competitive as traditional SEO. Are enterprise brands getting involved early enough, or are most still waiting to see how things develop? And will GEO become a normal part of marketing over the next few years, or remain a niche service?

A lot of companies are now producing content specifically for AI visibility, but I’m starting to wonder if most of it is actually effective or if some of it is quietly making things worse.

It feels like a lot of AI-optimized content is technically structured well, but ends up sounding too generic or repetitive. And I’m not sure how that impacts how both users and AI systems perceive authority and trust.

That’s why I’ve been thinking that AI discoverability is becoming a bigger problem than SEO in some cases, because it’s not just about ranking anymore it’s about whether AI systems actually understand and confidently surface your brand in answers.

Curious what people are seeing in real-world results.

• Has anyone here actually tested GEO/AEO strategies at scale?
• Are you seeing improvements in AI citations, visibility, or traffic?
• Is GEO/AEO actually working when implemented properly, or is it still mostly experimental?
• How do you balance structured optimization with real human credibility and depth?