All of the examples I found either used the word with an article (That's the series you talked about?) or with an adjective (a comedy series, TV series).
- Can I say "What series do you watch?" instead of "What TV series do you watch?"
- Do English speakers usually understand TV series to be any show, not just one made for the literal television?