Interesting insider Q&A with Paul Sutter, co-founder of Quantcast. Via Hacker News:
Q: What methodical process did you follow for your startup? Did you first test the market using tactics similar to the lean startup approach?
A: Basically, make a list of known problems that you’re well suited to solving, rank them by criteria, fail a lot, bang your head against the wall, and eventually things start to stick.