You park on the side of the road just before the bridge and make sure to enter on the left not the right, the left side (coming from Page) is way easier than the right.
This is a beautiful hike, about 15 mins outside of Page that requires a permit. We were recommended to do this hike by our tour guide for Antelope Canyon.