Not your keys, not your coins, but what if I don't want a physical wallet?

I'm concerned I'll lose a physical wallet. What options do I have for online cold storage? Or is that phrase not even possible by definition? I'm looking at CoinBase wallet, trying to move my BTC off CoinBase exchange.