Can I be the first user in my own case study?

I've seen people base their research on their own experience as the user.

I know that using yourself isn't as useful as going out and collecting data from a pool of people, but someone suggested just using myself as the user is a good starting point to conduct a study.

The case study I want to conduct is on the user experience of a popular web app.

Thoughts?