Cole is available on a free transfer this summer, as his contract at Chelsea expires at the end of the season.
The England international is also being targeted by Manchester United, Tottenham and West Ham.
“Joe Cole is an interesting target, but do I have enough players in those positions? We shall see,” said Wenger in the Daily Star Sunday.