If this is the place I am thinking of, it is at the north end of the main street as you come into town. You can walk from there to the city park (art festival Memorial weekend) and to the restaurants and shops on the main street. We stayed at a condo kitty corner (or catty corner as some folks say it) from the park one year. It was about $165 per night if I remember correctly. It had no amenities such as the pool in the condo kkan mentioned. The city park does have a pool but I am not sure when it opens. We've also stayed at the Adobe Abode B&B. It was nice, too, but not walking distance from town. I've seen the town umpteem times so being close does not matter to me anymore.
Edited: Just got back from Moab (Memorial weekend). Moab Springs Ranch is further north than I had remembered and is not walking distance from the main part of town, unless you really like to walk. It is full ownership. Two bedroom condo runs about $450k plus monthly fees of close to $300. You can rent condos for less as I mentioned in the paragraph above. There are some south of town near the golf course, too. We stayed at the Desert Hills B&B which is also near the golf course. It wasn't the fanciest B&B we've stayed in but the beds were very comfortable, the food was good and the hosts were friendly and helpful. Also, the city park I mentioned is called Swaney Park. We had burgers at Zax and they were very good. Moab Diner is a good place to eat, too.