That’s ok, part of the joy of going to a library is finding out about new things you’ve never even heard of. And we also already have human recommendation systems, they’re called librarians!
I'm not saying the library doesn't have exceptional value, or that 9 year olds shouldn't be in it, but maybe for younger patrons a "concierge" type service or "first timer group experience" being available would help a lot.