I remember a story on Startup Podcast (by Gimlet media) about an atheist who looked at top 100 apps, and realized that there was an opportunity to build a better Bible app.
So, sometimes market research is very valuable. This risk you have for "solving problems you personally have" is that you can end up trying to build infra tooling like new databases.