how to fix black screen on startup

Hi there, I think my GPU is dead! But I am hoping that maybe someone has an idea to fix this issue that I am experiencing. Whenever I turn on my PC it will instantly go to black screen at start up sometimes to a random solid color depending on the app that is showing on my screen. For example...