Does Invisibility provide cover for the purpose of ending Witch Bolt?

So I have a Warlock using Witch Bolt. For the purpose of ending the spell, does Invisibility provide full cover? If not, doesn’t this mean you can use the Witch Bolt to locate the invisible creature?

It doesn’t say that it does, so I ruled “no” on the spell ending and “yes” on the latter.