Firstly, that isn't as easy as it sounds like, given you have the money and all the possibilities to buy a lot of different attractive food.
Secondly, if you just eat less of everything, you get not only less calories but also less vitamins, minerals and so on. That's what a good balanced diet is to compensate. An unbalanced diet (eating ONLY *** and %%% for ### months, claiming to help you get rid of harmful stuff accumulated in your body) might make you lose weight fast but it also makes you ill.