Verify Email Addresses
Consumerist points to a brilliant little tool called, creatively, Verify Email Address. Basically it pings an email server to check whether the address is actually there.
This is especially good for EECBs (executive email carpet bombs — a new acronym initialism I learned from Consumerist).