The classic dating show, in which contestants picked a stranger to go on holiday with, ran on ITV from 1985 to 2003 and was presented by Cilla Black.
Channel 5 will be bringing it back later this year.
Vicky Pattison, Georgia May Foote and Helen Flanagan are the other presenters currently being considered, it's being claimed.
Blind Date was a huge hit for ITV in the 1980s and 1990s, bringing in audiences of up to 18 million on Saturday nights.