The 1-0 win came just days after Mexico won the Olympic football gold.
Michael Orozco scored the winning goal for the Americans late on.
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Chelsea have struggled to build momentum in the opening stages of the campaign and are currently looking over their shoulders at the relegation zone.
Who of Europe’s top strikers will move to England this summer?