In a small bowl, whisk together olive oil, maple syrup, lemon juice, salt, and pepper to make the dressing.
In a large serving bowl, add arugula and top with candied pecans, dried cranberries, goat cheese crumbles, and sliced apples.
Drizzle the dressing over the salad just before serving.
Toss gently and enjoy immediately!