This year its almost impossible to find a car straight away at the rental companies. More and more people book the car by internet and companies are obliged to deliver the car.
This means that people deciding on the spot have less possibilities to see Crete by car.
So my advice: Do the same thing next summer
http://www.summerincrete.com/en/activities/carhire.htm