AI-powered automated recommendations are significantly shaping the user experience within food-delivery-ai apps by providing personalized suggestions tailored to individual preferences. These recommendations leverage user data, including past orders, cuisine preferences, and dietary restrictions, to offer relevant and enticing options. One specific instance where I've noticed personalized recommendations influencing my ordering decisions is when the app suggests similar dishes or cuisine types based on my previous orders.