There is a reason that budgeting is the first tip on this list. The money you have to spend will dictate most of the decisions you make. If you don’t set a budget, you will almost certainly overspend.
You don’t have to spend a fortune. Plenty of legendary gigs have been put on in the back room of pubs with bands that most of the audience haven’t heard of.