The 'Boy Does Nothing' singer - who divorced MC Harvey in 2006 after his affair with popstar Javine - admitted that she has failed to find somebody worth falling in love with.
"I'm just fussy. I'm one of those people that, whatever the situation is, I just roll with it," she told The Sun. "I'm a go-with-the-flow person... If I'm dating, then cool - if not, it's cool. I'm fussy because somebody has to be really worth giving my heart to."
Dixon went on to confess that she had been charmed by an unlikely member of the new Strictly cast - celebrity astrologer Russell Grant.
"I've heard he's a nifty little mover, so who knows?" she teased. "Actually he'll know, won't he? It's written in the stars. Russell will know exactly what's round the corner for him."
Dixon has admitted that she feels "unlovable" and struggles to find time for dating.