Question: in what episode of arrow does felicity find out?
Answer: Felicity made her first appearance in the third episode of Arrow's first season, "Lone Gunmen". The character appeared in a recurring role in season one, becoming a series regular for seasons two through seven and appearing as a guest star in the finale of the series eighth and final season.