How tight should a dog collar fit?

The widely repeated guidance across community threads is the two-finger rule: you should be able to slip two fingers flat between the collar and your dog's neck. For martingales, the collar should sit loose when relaxed and only tighten to roughly the size of the dog's neck — never smaller.