An ingenious idea!
The cheapest way is to use an iron on heat transfer papers (which is available in computer supply stores or on the Amazon website
http://amzn.to/1ikHMQV for below $15). Print the words on them using an inkjet and iron the words to any shirts you might have.
Wish you good luck!