In a large bowl, toss brocolli florets with olive oil, salt, pepper and garlic. Spread evenly onto a large baking sheet. Bake until the broccoli is tender, about 15 to 20 minutes.
Remove and transfer to a serving platter. Squeeze lemon juice liberally over the brocolli before serving for a refreshing, tangy finish.