What kind of lens to choose for advertising photography?

It depends on your budget. Both zoom and fixed focus are available. In fact, 24-70 F2.8 is very good, but the price...

Mainly You need to buy a few lights. The control of the lights is more important. The lens needs a short focus. Long focus is not suitable because of space constraints.