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Dembélé earned a total of 20 caps for France at the youth level. He represented his country at the U17, U18, U19, and U21 levels, showcasing his exceptional talent and potential from a young age. Dembélé's impressive performances at the youth level paved the way for his eventual debut with the senior French national team in 2016.