The Gunners could make a move for the German international centre-back if they fail to sign Everton star Phil Jagielka.
The Daily Star reports that Arsenal have had a £14million bid rejected for the Everton defender.
Arsenal boss Arsene Wenger is reportedly ready to give up in his attempt to sign the 27-year-old and will instead make a move for Mertesacker.