Manhattan is in Torrejón de Ardoz. Tap the map or the "Get directions" button to see the exact location and the route from your position.
On this listing you can see "Other fast food nearby" right below, sorted by proximity. You can also open the full fast food in Torrejón de Ardoz page for the complete map ranked by distance from your location.