In a large bowl, toss broccoli florets with the olive oil, salt, pepper, and garlic. Spread the broccoli out in an even layer on a baking sheet.
Bake until the florets are tender enough to pierce the stems with a fork, about 15-20 minutes. Transfer to a serving platter and squeeze the lemon juice liberally over the broccoli.