I think places maybe not announced in a guidebook would be:

1-To be hosted by a Qatari friend to their own home.
2-To go dune bashing with a Qatari driver, no other nationality can be as adventurous.
3- A Qatari wedding.
4- A farm (I've never been to one).

Salam