Prep the pan and oven: Heat oven to 325°F (165°C).
Line a 9x5-inch loaf pan with parchment paper, letting the paper hang over the long sides for easy lifting. Lightly grease the paper and exposed pan.
Mix dry ingredients: In a bowl, whisk 2 1/2 cups almond flour, 2 tablespoons coconut flour, 2 teaspoons baking powder, and 1/2 teaspoon salt. Break up any almond flour clumps with your whisk.
Cream butter and sweetener: In a large bowl, beat 1/2 cup softened butter with 3/4 to 1 cup granulated erythritol (to taste) until light and fluffy, about 2–3 minutes.
Add eggs: Beat in 4 large eggs one at a time, mixing well after each.
Scrape the bowl as needed.
Add flavor and moisture: Mix in 1/2 cup sour cream, 2 teaspoons vanilla extract, and 1 teaspoon lemon zest until smooth.
Combine wet and dry: Add the dry ingredients to the wet mixture. Stir until just combined. The batter will be thick but spreadable.
Fold in strawberries: Gently fold in 1 cup finely diced strawberries.
Patting them dry first helps reduce excess moisture and prevents a soggy crumb.
Fill the pan: Spread the batter evenly into the prepared loaf pan. Smooth the top with a spatula. If desired, scatter a few extra strawberry pieces on top.
Bake: Bake for 55–70 minutes, until the top is golden and a toothpick inserted in the center comes out mostly clean with a few moist crumbs.
If the top browns too quickly, tent with foil during the last 20 minutes.
Cool completely: Let the cake cool in the pan for 20 minutes, then lift it out using the parchment overhang. Cool fully on a wire rack before slicing. Keto cakes firm up as they cool, which helps clean slicing.
Optional glaze: Whisk 1/2 cup powdered erythritol with 1–2 tablespoons lemon juice and 1–2 teaspoons heavy cream until pourable.
Drizzle over the cooled loaf and let set before slicing.