A fantastic book on this subject is titled Monetizing Innovation. In conclusion, usage-based pricing is the best approach; competitor-based pricing is always risky as it may result in a race to the bottom. Assessing willingness to pay is necessary to accomplish that, and both qualitative and quantitative methods can be used to do so. It's well covered in the book I mentioned.
