What it Does. Tylenol is used for short-term pain relief for mild to moderate pain, and to temporarily reduce fever. You might consider taking this medication for back or neck pain due to muscle ache and/or arthritis. Even though acetaminophen is widely used, it may not relieve low back pain as well as you think.