Whisk together the lemon juice and oil. Season with salt and pepper. Add the onion and shrimp and mix. Let stand 15 minutes.
Add the tomato, avocado and chopped nasturtium leaves. Mound on lettuce leaves and surround with fresh whole nasturtium flouwers.