Easy. Ask the people offerering Taxis for the price. Don't pay more than approx. 20 pounds for Heliopolis or 30-40 pounds for downtown.
I found the best prices by going directly to the waiting cars in the parking lot - then you can even find one which dies not look like it will not survive the trip.