Combine arugula, chicken sausage, bread cubes, tomatoes, and mozzarella cheese in a large salad bowl.
Top with basil chiffonade.
Prepare dressing by combining ingredients in a small jar and shaking vigorously until well mixed.
Drizzle dressing over panzanella.