Before revision:  However, we find that weakening competition by providing firms with some "free" consumers incentivizes better exploration strategies and increases consumer welfare.
After revision:  However, we find that weakening competition by providing firms with some "free" consumers incentivizes better exploration strategies and increases welfare.