How a regional brokerage turns listing questions into eligible showings while negotiations remain agent-led.
This multi-agent brokerage serves several metro markets, but no individual agent can respond first at every hour. Kingstone built an AI agent that uses active listing data to answer on chat and SMS, book eligible showings, and hand negotiations to an agent.
- Client
- Anonymous, name withheld by request
- Location
- Regional, multiple metro markets
- Industry
- Real estate
- Channels
- Web chat + SMS
From the client
“Leads don't wait for business hours, and now neither do we. The assistant books eligible showings before an agent needs to step in.”
The challenge
Before launch, inbound listing questions could sit for hours when no agent was immediately available. With dozens of agents working across several markets, the brokerage needed one reliable first-response workflow that could identify the right listing, answer routine listing questions, and schedule an eligible showing without waiting for an individual agent to notice the lead.
The solution
Kingstone deployed one entry workflow across web chat and SMS. It uses the brokerage's active listing data, including square footage, HOA fees, and showing availability, before it applies the brokerage's showing-eligibility rules and makes a calendar action. When a conversation involves an offer, counteroffer, contingency, or request for advice, it routes the lead to the listing agent. The AI does not negotiate or advise on an offer.
Documented deployment workflow
From a listing-specific question to a showing or agent-owned negotiation
This is a listing-data and eligibility workflow: prospects get answers and can book an eligible showing, while commercial judgment stays with the listing team.
The chat or SMS conversation may concern a specific active listing or general availability.
The agent uses listing details such as square footage, HOA fees, and showing availability.
When the requested slot and eligibility rules allow, the showing is added to the calendar.
Offers, counters, contingencies, and advice requests are routed to the listing agent.
The workflow creates a showing only after the listing, requested slot, and the brokerage's eligibility rules have been checked.
The results
In the first 90 days of live deployment, the outcome described by the operations director was measurable: eligible prospects could have a showing on the calendar before an agent needed to enter the conversation. Booking share counts only leads that met the brokerage's showing eligibility rules.
Down from a multi-hour internal baseline before launch.
Showings land on the calendar while agents are still with clients or offline.
The moment negotiation starts, the listing agent owns the conversation.
This case study describes a real Kingstone client deployment. The client's name and identifying details have been withheld at its request. Figures shown are from this client's deployment.
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