I have never bought anything on-line but that's just me. A substitute other than Vermouth can be Sherry, Sake or a dry white wine. If all falls through apparently you may order Vermouth here. Good luck in your venture!
https://manila-wine.com/spirits-liqueurs/liqueurs-philippines/vermouth-philippines