I am giving 5 stars for what this is. Meaning, not a 5-star hotel, but it is 5 stars for what we wanted-a clean, nice place with oceanfront views that can't be beat! There are snorkels and comfy beach chairs. We had coffee on the front porch every day. When the road turns to sand (unpaved) it can be a bit rutty and branches scratched our rental until we learned how to avoid them :-). (I recommend an SUV, which we ordered, but our rental car company had to switch at the last minute to a sedan).
In terms of supplies, there is soap, shampoo, dish soap, salt and pepper, and cinnamon. If you want any other spices, bring them or purchase them. Also stocked with paper towel, toilet paper, zip-lock bags plastic wrap, and coffee filters, which was great. I recommend packing snacks like crackers and nuts for any of the out islands, as well as small jars of peanut butter, mustard and mayo, and coffee, because that stuff is expensive here. That's what we did. We've been to Exuma and learned our lesson. I recommend some good insect spray for the mosquitos and no-see-ums. But, all in all those only were out in the morning and evening. Also, you will need to buy drinking water in a jug or bottle in town, but everyone in the grocery store seemed to be doing that, so it's not just this bungalow.
One minor thing- I emailed the property manager on our second day there that the hair dryer was broken and did not work when I turned it on, and it was not replaced so I had to wind-dry my hair the entire time or wear a hat. Oh, well, nobody knew me, and maybe the people who stayed there before us never told them.
I did not want to leave this lovely spot!