In a medium bowl, combine refried beans and taco seasoning mix; spread onto the bottom of a 9-inch pie plate. Spread sour cream over bean mixture. Top with guacamole and salsa. Sprinkle with lettuce, tomatoes, olives and cheese.
Cover and refrigerate for at least 1 hour before serving.