Whisk together the honey, lemon juice, salt, and pepper; slowly add the olive oil while continuing to whisk.
Place the arugula in the bottom of a salad bowl; scatter the orange segments, fennel slices, and olives over the arugula; drizzle the dressing over the salad to serve.
