Wash all the produce thoroughly. Dice the cucumbers, halve the cherry tomatoes, peel and dice the avocados, and thinly sice the red onion. Place all of the prepared produce in a large mixing bowl.
Juice the lemon and sprinkle it over the ingredients. Add the olive oil, salt, and black pepper.
Mix until well combined. Serve chilled for the best results.