Preheat the oven to 350°F. Grease and line three 6-inch round cake pans with parchment paper and set aside.
In a medium bowl, combine the granulated sugar and lemon zest. Rub them together between your fingers until the sugar is fragrant and slightly damp, which helps release the oils from the zest.
300 grams granulated sugar, 2 tablespoons lemon zest
In the bowl of a stand mixer fitted with the whisk attachment, add the softened butter and vegetable oil. Beat on medium speed for about 2 minutes, until smooth and creamy.
170 grams unsalted butter, 60 grams vegetable oil
Add the lemon sugar to the butter mixture and beat on medium-high speed for 2-3 minutes, until light, fluffy, and pale with a pearlescent sheen.
Reduce the mixer speed to medium-low and add the eggs and egg white one at a time, mixing well after each addition. Stop to scrape down the sides and bottom of the bowl as needed to ensure everything is evenly incorporated.
3 large eggs, 1 egg white
Add the vanilla extract and lemon juice, the slowly stream in the buttermilk while the mixer runs on low. Mix until combined. The batter may look slightly curdled at this stage, which is normal.
1 tablespoon vanilla extract, 180 grams buttermilk, 78 grams fresh lemon juice
In a separate bowl, whisk together the flour, baking powder, salt, and poppy seeds. Add the dry ingredients to the batter and mix on low speed just until no dry streaks remain. Be careful not to overmix, as this can lead to a dense cake.
280 grams all purpose flour, 2 ½ teaspoons baking powder, ½ teaspoon salt, 2 tablespoons poppy seeds
Divide the batter evenly between the prepared pans. Bake for 20-24 minutes, or until a toothpick inserted into the center comes out clean or with a few moist crumbs.
Let the cake layers cool in their pans for about 10 minutes, then turn them out onto a wire rack to cool completely before assembling.