"Barring shopping options (27), travellers rated Mumbai in the bottom 10 in the other nine parameters," stated a statement by TripAdvisor's India office. Travellers felt Mumbai was the worst when it came to commuting, too. The city also got big thumbs down for taxi service, public services as a value-for-money destination.