Preheat your oven to 350 degrees Fahrenheit.
In a big bowl, beat the cold butter and sugar until fluffy (about 4 minutes). Add eggs, vanilla, lemon juice, and lemon zest; mix well.
Stir in the flour, baking powder, baking soda, and salt. Mix until just combined.
Drop spoonfuls of dough onto a light-colored baking sheet.
Bake for 9-11 minutes. Once done, you can sprinkle some sugar or white sparkling sugar on top for an extra sweet touch.