Canal+ reported that both clubs sent scouts to watch the prolific forward in action against Paris St Germain on Sunday night.
Both teams are looking to bolster their attacking lines in the coming transfer window.
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Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.
Newcastle United are staring down the barrel of relegation to the Championship for the second time in the past eight years.