IBISWorld will answer the majority of your competitor questions such as:
If you are looking more data on some of your competitors or need very local data (eg. restaurants, retail shops, etc.), try the sources below.
Considering Boulder for your venture? The Boulder Economic Council has lots of facts about doing business in Boulder.