What is the purpose of a serial number?
If a manufacturer found they had a quality problem with a batch of products (e.g. bikes but equally cameras, phones...) the serial numbers would allow identification of the substandard units. 

If you've recorded the serial number of your bike and a bike thief is caught with bikes in their possession the serial number should help you get it back. This has happened a few times recently around here.