You can prepare all three components of fattoush ahead of time and store them separately. The chopped veggies and herbs can be stored in the fridge for a couple days, the dressing can be stored in the fridge for up to a couple weeks, and the pita chips can be stored at room temperature for several days. Toss everything together just before serving.