TripAdvisor recommendations get dated fast and are only for a niche audience. In my experience they tend to stick to the most popular places rather than the best places, and they miss a lot of local spots / dive-y spots / places that families wouldn't go etc.

In cities like SF, NYC, etc, I've had much better luck with recommendations from Foursquare and Yelp. Especially with new places.