Is there an area of Ocean City that is known for being particularly affordable?.There are a few to choose from, including the Sea Bay Hotel that directly overlooks the water. To be in a particularly scenic part of Ocean City, you will want to look for hotels that are on the coast, preferably near the Isle of Wight Bay. Where should I look for hotels in Ocean City if I want to stay in a scenic area?.