Cut away peel and pith of grapefruits. Working over a bowl, cut between membranes to release segments. Squeeze juices from membrane into bowl.
Arrange greens on a large platter, top with grapefruits and avocados, and drizzle evenly with oil and 3 tablespoons grapefruit juice. Season with salt, sprinkle with pepper flakes, and serve.