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The handoff is where this will win or fail in practice. I run Google Ads for dealerships and other local businesses, and a chat that books an appointment is only useful if that appointment lands in the CRM with the campaign, keyword, and ad that drove it. Otherwise the team treats it like a walk-in and the advertiser cannot tell which message thread actually sold a car or booked a service. Two things I would test first: set a qualified appointment as the primary conversion, not a chat started or a message sent, and log the full transcript against the lead record so sales can see what was already promised. That also keeps the AI from re-qualifying someone who already gave their budget and timeline in the chat. The speed matters, but the tracking and the handoff matter more once volume picks up.

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