 "Found Out About You" reached number 25 on the US "Billboard" Hot 100, making it the second single from the album (after "Hey Jealousy") to enter the top 40.The song found the most success in Canada, where it reached number three on the "RPM" Top Singles chart.Elsewhere, the song barely reached the top 40 in the United Kingdom and peaked at number 94 on Australia's ARIA Singles Chart in September 1994.