Listen to I'm Always Chasing Rainbows online. I'm Always Chasing Rainbows is an English language song and is sung by Perry Como. I'm Always Chasing Rainbows, from the album Me and My Shadow, was released in the year 2012. The duration of the song is 3:05. Download English songs online from JioSaavn.