Occasionally you'll see them used in media as an obvious sign that the story is taking place in an alternate timeline/universe, but it seems to me they probably would have suffered the same fate as ocean liners, once passenger jets became a thing.
That said, there are still cruise ships, so why aren't there cruise zeppelins?
This addresses your question well https://www.reddit.com/r/AskHistorians/comments/3qyhx1/why_is_the_hindenburg_disaster_so_famous_is_it/cwjyqsr?context=1