The deal highlights the rising importance of influencers to the beauty business.
Procter & Gamble's beauty brands brought in a lot of revenue, but not much profit.
Coty is world's biggest perfume maker, making scents for the likes of Calvin Klein and Stetson. In a statement, Avon said it wants nothing to do with the offer.
