The band's third album, Mad, Bad and Dangerous to Know, was released in 1986, scoring several further hit singles including "Brand New Lover" which peaked at No. 15 on the Billboard Hot 100 chart, and spent two weeks at No. 1 on the American dance chart in addition to "Something in My House" which peaked at No. 12 on the UK Singles Chart and No. 3 on the American dance chart.