Agent Case Study · Real Estate
Speed-to-lead,
solved for good
A regional brokerage was paying for portal leads that went cold before anyone called back. We deployed a lead qualification agent that responds to every inquiry in seconds — day or night — asks the questions a good agent would ask, and routes serious buyers and sellers to the right person with the conversation attached.
Industry
Residential real estate
Company size
~60 agents across 3 offices
Region
Southeast US
Time to live
2 weeks
Client details anonymized under NDA — industry, size band, and timeline are accurate; identifying details are not shared.
Where they started
The challenge
Portal leads arrived around the clock, but callbacks happened during business hours — often the next morning. By then the prospect had heard from three competing agents. Internal spot-checks showed median first response above four hours, and nobody qualified consistently: one agent's hot lead was another's tire-kicker.
The brokerage didn't want less human contact; it wanted the human contact to start warm — with budget, area, timeline, and financing status already known.
The build
What we built
01One rubric, written down
We interviewed their top producers and turned instinct into criteria: pre-approval status, timeline, price band, and whether they're also selling.
02Every source, one funnel
Portal leads, website forms, and sign-call texts all flow to the agent — SMS-first, because that's where their prospects actually reply.
03Conversation, not interrogation
Two to four natural questions, adapted to what the lead already said. Answers score against the rubric in real time.
04Hot-lead routing with teeth
Qualified leads trigger an instant agent alert with the transcript, and a booking link goes to the prospect — at 2am, the morning slot is already reserved.
Ninety days later
The results
Agents stopped competing on callback speed and started competing where it matters — in the qualified conversation. The 2.9× handoff lift sits inside the 2–4× range typical for speed-to-lead programs, and the brokerage's portal spend finally earns its keep: the leads were always there; now someone answers them.
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