The distro is meant to run on a PC which is mainly used by non tech sawwy people. [...], so they become familiar with Linux more.
In this case I always suggest trying out Linux Mint. It is not "too heavy" and not "too specific/niche". It's a good all-purpose distribution for desktops/laptops where basic maintenance can be performed by the user.