How early should you send out a birthday party invitation?

Depends on the occassion. At least two weeks for most things. Weddings or Family reunions, especially with out of town guests, a MINIMUM of two months in advance, and more if foreign guests or people you know are very stingently committed at work. For these people, an advance note that a formal invitation is forthcoming may be in order.