Fastest way to build an army of affiliates (I hope it helps ) -

1.) Let them know what they're getting into,
or will get out of it
2.) Make it easy for them to signup
3.) Continue to make your affiliate program known through any ways.

Sincerely,
Chong Xin Yun Seth
http://www.bookedcopywriter.com