The Daily Star reports that Chelsea boss Carlo Ancelotti is a fan of the 28-year-old.
Bothroyd was handed his first international call-up for England, for the friendly with France on Wednesday.
The striker has scored 15 goals this season for Cardiff City and is also being linked with Liverpool, Fulham, Aston Villa, Everton and former club Arsenal.