Herpes blisters typically do not appear, scab, and disappear within a single day on the penis. The typical course of herpes outbreaks involves the development of fluid-filled blisters that can last for several days before eventually forming crusts or scabs as they heal. It's important to consult with a healthcare provider for an accurate diagnosis and appropriate treatment if you have concerns about genital symptoms related to herpes.