What is the most valuable type of addition to build?

[Bob Ross]

I’ve heard that a garage is the most valuable addition to build however this doesn’t add livable square footage to the house. Although living space could be added above the garage.

What do you think the most valuable addition is to build that will result in higher resale value?

(I’m talking new addition as opposed to opening up floor plan in the existing footprint)

Thanks