Clue: Religious leader had us fooled (5)
Answer: SADHU
Explanation: Definition: Religious leader
 (HAD US)* – a Sadhu (also sometimes spelt SADDHU) is a "holy person" or ascetic in Hinduism, perhaps not exactly a "leader"