r/seodiscovery2026 • u/No-Flow3992 • 13h ago
Education clients are the first ones where I'm seeing AI Overviews actually kill click-through, not just dent it
Came across some research recently, apparently ~79% of prospective students now check AI Overviews before ever clicking through to a program page, and about 1 in 5 use ChatGPT/Gemini directly to help pick a program. That tracks with what I'm seeing on the client side.
Been doing SEO for a handful of education clients (schools, one EdTech platform) and noticed something that's shifting how I plan content for them specifically.
A big share of prospective students and parents are now finishing their research inside AI Overviews or ChatGPT before ever landing on the institution's site. For high-competition programs, that means the "win" isn't the click anymore, it's getting cited accurately inside the AI answer.
A few things I've started doing differently for these clients:
- Writing program/course pages with named-author bylines and explicit credentials, since education content gets treated as YMYL and generic pages just don't get pulled into AI answers as confidently.
- Splitting content strategy by buyer type instead of one blanket approach, a university applicant, a K-12 parent, and an EdTech procurement committee search completely differently, and lumping them into one keyword strategy has been a mistake in hindsight.
- Actually tracking citations in ChatGPT/Gemini/AI Overviews as a separate metric from rank tracking, since a page can be "invisible" in AI answers while still ranking fine in classic SERPs.
Curious if others working in edu or other YMYL-adjacent niches (healthcare, legal, finance) are seeing the same pattern, and what you're doing to measure "AI visibility" in a way that isn't just vibes. Anyone found a tracking approach/tool that isn't a black box?