Home > Back Pain > Taking Capsaicin For Pain Get the Flash Player to see this player. Rate: (Click the stars to rate) Published on Mar 09, 2010 by JNJhealth, Views: 1488 Taking Capsaicin for pain. Capsaicin is a topical pain medication that is commonly used in patients that have shingles, but it can be used for pain from other conditions.