Nice try. The grammar police are here to stop you! You only said for us to hop in. Later on, you said, "We're going shopping." Here's where they made the mistake. They only stated that the group of girls already in the car were going shopping, not us. The correct sentence should be, "Hop in. You're going shopping with us." Also, 'we' implies that they need a life too. Check and mate.
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