Rumours of the La Liga club's interest the Liverpool forward were fuelled by comploiments made by manager Diego Simeone.
"I cannot speak badly about Luis Suarez, he is extraordinary," he said.
Atletico would be a surprise destination for Suarez, who will surely be courted by bigger clubs around Europe this summer, from Bayern Munich to Real Madrid, but they will be looking to replace Radamel Falcao and have a large transfer kitty with which to do so.
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