Prep your pan: Heat the oven to 325°F (163°C). Line an 8x8-inch square pan with parchment, leaving overhang on two sides for easy lifting. Lightly grease the parchment and sides.
Mix the crust: In a bowl, combine 1 1/2 cups almond flour, 1/4 cup powdered sweetener, a pinch of salt, and 6 tablespoons melted butter.
Stir until the mixture looks like damp sand and holds when pressed.
Press and prebake: Press the crust mixture evenly into the pan. Dock lightly with a fork. Bake for 10–12 minutes until just set and lightly golden at the edges.
Let it cool for 5 minutes while you make the filling.
Beat the cream cheese: In a mixing bowl, beat 12 ounces softened cream cheese with 1/2 cup powdered sweetener until very smooth and no lumps remain, about 1–2 minutes. Scrape down the bowl.
Add liquids and flavor: Beat in 1/3 cup heavy cream, 2 teaspoons lemon zest, 1/3 cup fresh lemon juice, and 1 teaspoon vanilla. If using, add a tiny pinch of xanthan gum.
Taste and adjust sweetness with a few drops of liquid stevia if desired.
Add the eggs: Beat in 2 large eggs, one at a time, on low speed. Mix just until combined. Avoid overmixing to minimize air bubbles.
Fill and bake: Pour the filling over the warm crust.
Tap the pan gently on the counter to release bubbles. Bake at 325°F (163°C) for 20–25 minutes, until the edges are set and the center has a slight jiggle.
Cool and chill: Let the bars cool to room temperature in the pan. Then cover and chill for at least 3 hours, preferably overnight, to fully set and develop flavor.
Slice and serve: Use the parchment overhang to lift the slab from the pan.
Cut into 16 squares with a sharp knife, wiping the blade between cuts. Optionally dust with a little powdered sweetener and extra lemon zest.