We stayed here for one night in between staying at two actual resorts. We were only needing a place for ten hours, so I didn't want to spend too much money, I immediately regretted that decision. The room looked like a thirty year old hostel that hadn't had any housekeeping in weeks. The AC, if you can call it that, was basically non functioning. Oh, but it is right across the street from the water, surely we could've opened the window and gotten some nice breezes from the Caribbean, not so much. Right below our window was a bar/night club where it was bumping and thumping until 2AM. I'll say that the manager on duty was very friendly and helpful with another issue that we had. I just beg all of you to never visit this place. I would've rather slept on a park bench then relive this awful experience. I wasn't expecting much, but it was beyond my wildest dreams how uncomfortable my wife and I were. Do yourself a favor and sleep at the airport, park bench, or in a hobos cardboard box. At least you will not have to pay money to have the worst experience of your life.

The Coco Plum is a funky little hotel right on W Bay St at Cable Beach. If you are used to US hotel standards, you probably won't like the Coco Plum because they are just hanging on and trying to build up their facility on a shoestring. It's cheap to stay there (relative to other Nassau hotels) but the room AC is pretty ineffectual, the pool was in poor shape, and they had to send their laundry out while I was there because their washing machine was down. The restaurant kitchen is under renovation but the bar on the pool deck is a good place to eat your takeout from other places nearby. No phones in the rooms and TV gives about 10-12 stations... but I wasn't there for the phone or TV, so it didn't matter. On the positive side, all of my interactions with the staff were positive and they worked valiantly to do the best they could with what they have.

Here are my PLUS’es and MINUS’es, after a short description.
The hotel has two names, Landshark Inn and Coco Plum. Maybe a name change ongoing, but I don’t know which is the old or the new one. Landshark Inn is on a signboard outside, not Coco Plum.
We stayed a week in March 2017, booked on airbnb. The place is an ordinary hotel, not a private home, as said on airbnb. Any Mrs Johnson was never present, she is an agent. The restaurant  was under renovation, no service.
It's 3 two storey buildings and a front desk & restaurant building in a square, with a small pool in the middle. 
+PLUS+:
+On second floor rooms facing the pool are big and light, with balconies. Ground floor is more dark. Ground floor rooms facing the back of the houses have patios. 
+Public transport is excellent. Small buses, 20 passengers, run all the time, without time tables. 10 km to the city, buses frequent, even if they stop running at 7 pm, which was a surprice. They pass airport as well, you don't need to take a taxi! Bus nr 12B to the airport, for $1,25. 
+Beaches, many restaurants and two supermarkets are close by, walking distance, both West and East on the highway West Bay Street. Please explore the surrounds, there are some gems to visit, e.g. Marley Resort&Spa a small walk westward.
+Most of the staff (not all) were friendly and talkative, even the builders and cleaners that worked there. We got many advice from them, sometimes better than from the front desk.

--MINUS--:
-The location of the hotel is not the one marked on airbnb's Google map. It is 1,3 miles /2 km further West on the main road. 
-The hotel is along West Bay Street, the most busy highway on the island, and traffic noise is remarkable. 
-Receptionist didn’t find the key to our room when we checked in. Half an hour later I went there again, she had a key.
-A few of the staff at front desk did not show attention and friendliness to guests. One of them did not look at me when I asked a question, she continued to use the her computer while talking to me. Maybe a gender issue, my husband got more attention.
-Noisy people having party in the pool/bar area some late nights, even if the restaurant was closed/under renovation. Front desk said noise until midnight was OK  according to the rules. Anyway, it continued to 1 am, so we had to go down and say some sharp words. Then it stopped. 
-The whole site is shabby. Building standards look very amateurish and tatty, garden beds are not well maintained. 
-The room had very few furniture: a bed (waa comfortable), a TV-table and only one nightstand by the bed. I missed one on the other side. One long wall shelf and racks for clothes, but no hangers. Only one chair on the balcony, no table. We borrowed one more chair from the pool area. The AC device improvised as table. Later we got a small table there, after requesting it. 
-AC had no adjustment possibilities, only full speed or off, and was very noisy. AC air outlet was full of dust and dirt, should be cleaned. Luckily  there was a quiet fan in the ceiling that worked fine. 
-A signboard on the road said "Restaurant now open" but there was no restaurant. The restaurant area was under renovation (end of March 2017), the place was an ongoing building project, with sounds and noises accordingly. I read here that when restaurant is open, locals have parties there late nights and disturb guests wanting to sleep.
-Wifi very poor most of the time. Often no wifi for a half or a whole day. 

All in all, Coco Plum/Landshark Inn was an OK place to stay, considering the price. Most of the hotels in Nassau area are muuuch more expensive.