If you store coins in online wallets and if the site disappears in a sudden one day, you will lose everything.
Are you scared?
Of course,

but usually i not really save bitcoin in online wallet. I use ledger nano and maybe for ETH tokens, i still use private key to access my wallet. If we still hold private key, we can open it anywhere. But in case we talk about wallet and not exchangers.