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Returning from a short hiatus, Mis-Teeq released their second album, Eye Candy on 29 March 2003.

The album featured production by Stargate, Ed Case, Salaam Remi, singer Joe, Delroy " D-Roy " Andrews and Jermaine Dupri and debuted at its peak position of # 6 on the UK Albums Chart, eventually receiving a gold certification.

While Eye Candys sales failed to link on the sudden success of Lickin ' on Both Sides, pre-released lead single " Scandalous " became the group's most successful single by then: It reached # 2 in the UK and top 10 in Ireland, New Zealand, Australia, and Denmark.