Preheat the oven to 350°F and prepare baking sheets by covering with parchment paper.
In the bowl of a stand mixer, combine the butter, sugar and lemon juice. Beat until combined and the mixture looks light and fluffy.
On medium speed, add the eggs one at time. Beat until combined.
Add the flour, lemon zest, baking soda, and salt. Beat on low until a dough forms. Divide the dough in half.
On a floured surface (I like to use a Silpat), roll out one half of the dough as thinly as possible - shoot for somewhere between 1/8-1/4 inch thick.
Using a 2 to 2.5 inch round cookie cutter (you can also use a small cup or the lid of a mason jar if you don't have a round cookie cutter!), cut out as many rounds as you can.
Roll out the leftover scraps, and continue to cut the rounds until the dough is used.
Place your rounds on your prepared baking sheets. The cookies don't spread out very much, so you can place them relatively close together on the baking sheet.
Once you fill up a baking sheet with cookies, place it in the freezer for about 5-7 minutes, while you cut more cookies. This will help the cookies keep their shape when you bake them.
Bake until the cookies are set and just lightly golden brown on the bottoms and sides, about 8 minutes.
Transfer the baked cookies to a cooling rack and allow to cool completely.