Preheat your oven to 350°F (175°C). Prepare a 9-inch round cake pan by greasing it with a little olive oil and lining the bottom with parchment paper.
In a separate medium bowl, combine the all-purpose flour, baking powder, baking soda, and salt. Whisk these dry ingredients together until evenly mixed.
In a large mixing bowl, pour in the granulated sugar and extra virgin olive oil. Beat the mixture together until it becomes well combined and slightly fluffy.
Add in the eggs, one at a time, ensuring each egg is fully incorporated before adding the next. Follow this with the vanilla extract, Greek yogurt, lemon zest, and fresh lemon juice. Mix until smooth.
Carefully fold the dry ingredients into the wet mixture using a spatula. Mix until just combined.
Pour the batter into the prepared cake pan and smooth the top evenly.
Place the cake in the preheated oven and bake for 25-30 minutes. Check for doneness with a toothpick.
Once baked, remove the cake from the oven and let it cool in the pan for approximately 10 minutes. Invert it onto a wire rack to cool completely.
After cooling, dust the top with powdered sugar before serving.
Notes
Serve on a cake stand and garnish with fresh lemon slices and mint for added color.