The France international is kicking off his second season in Germany after last summer's big money move from Crystal Palace.
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BILD says both Manchester City and Liverpool have asked Bayern about naming their price for Olise this summer.
However, Bayern chiefs have insisted Olise is not for sale.
Indeed, management have plans to build their team around Olise, who has scored three goals in their opening three games of the new season.