If you head up the main road from the seafront towards Gunlukbashi and turn left at the roundabout there are several places, one on the left and one on the right. The teraccota gravel is expensive about 150 Lira a ton but the grey/white gravel is cheap 1 inch diameter - we just bought some - 20 Lira for half a ton.