Licensing lets people know that your dog is up to date on its rabies vaccinations.
A dog cannot be licensed unless it is properly vaccinated.
Animal control or a Good Samaritan will be much more likely to want to handle and care for your missing pup if they know that it is healthy and sans rabies.