I think the site is a little crappy. It missed dozens of locations in my hood, including 2 supermarkets that are closer than the one they did list. Also a bigger hardware store closer than the listed one. they listed a couple crappy restaurants and missed a score of good ones.
If you want to know how walkable your neighborhood is, just take a walk!