The lifetime exemption rule is key because gifts exceeding the annual exclusion count against this exemption, reducing the tax-free amount that can be passed on after death. Understanding the difference between the annual gift tax exclusion and the lifetime exemption is crucial for strategic estate planning, ensuring that individuals do not exceed allowable limits unintentionally.