BBC Sport says Bayern have opened talks with Chelsea for the France international this week.
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The German giants have made their move after selling winger Kingsley Coman to Saudi Pro League club Al-Nassr.
Chelsea are willing to sell Nkunku, who has been missing from preseason action this past month, at a starting price of £50m.
Bayern are seeking a lower fee with negotiations now underway.