Veenendaal made her debut for the Netherlands national team on the 22nd of August 2015, at the age of nineteen, in a match against Poland during the 2015 European Championship in London. With the Dutch team she won gold at the 2017 European Championship, and the 2018 World Cup. She is openly lesbian.