It is hard for doctors to diagnose syphilis just from the signs and symptoms that happen early on, because many diseases can cause skin sores and rashes. Instead, they can diagnose syphilis by doing a blood test, or by looking at the blood under a microscope. Blood tests are used more often, because they are easier to do. However, blood tests cannot tell which stage of syphilis a person has.