A growing number of new businesses are following in the footsteps of successful companies such as Dropbox Inc., LinkedIn Corp., and Skype Inc., by giving away their products and services free to build a customer base.

Yet for some, the "freemium" strategy is turning out to be a costly trap, leaving them with higher operating costs and thousands of freeloaders.

That's...