While booking a tour you can choose an option of a Private tour, or a Place in a mini-group. In case of a mini-group other people could be joining you on the tour, but not more than 6 people total.
If you choose Private tour option than the tour will be completely private. There will be only you (your party) and a tour guide. We will not merge different groups in this case.