Agreed. Important that one should look at not just existing competitors but also failed competitors while doing market research for startup ideas. However, knowledge of failed startups is a bit difficult to find, especially the knowledge of their reasons of failure. In my experience, veterans and VCs are great help here as they embody this knowledge by virtue of their long experience in the industry.