Industry solution
Lead qualification for real estate agencies
In real estate a buyer almost never leaves a single inquiry: they view the same apartment across several listing portals and the developer's site and drop their contact into several agencies at once. They'll talk to whoever calls back first — the rest of the inquiries cool off. A voice AI agent calls back on a portal inquiry within minutes, any hour of the day, runs your script and finds out what an agent can't pick a property without: budget, preferred area and housing class, property type (resale, new build, rental), urgency, and payment method — cash, mortgage, or selling their current home.
The quirk of real estate lead generation is a huge share of junk: the inquiry stream is full of competing agents, list scrapers, "just checking prices," and people whose budget is half the market for the area they picked. The agent screens off-target inquiries out by your criteria and only brings a qualified buyer to a live agent — with the fields and transcript already collected. The agent doesn't waste expensive time on cold qualification over the phone; they pull up suitable listings right away and book a viewing.
Which industry pains this solves
A flood of portal leads
Requests from listing portals and ads drop in waves. At peak, agents physically can't call everyone back while the buyer is still hot.
A slow first call
The buyer left a request with five agencies at once. Whoever calls back first gets the conversation; the rest of the leads simply go cold.
How it works
A step-by-step scenario — the same steps as in the full use case, applied to your industry.
- 1
A new inquiry triggers the call
As soon as a lead enters the system — via webhook, integration or upload — an automation rule launches an outbound call from the voice AI agent. The call goes out right away, while interest is still hot, without waiting for a free rep.
- 2
A qualification-script conversation
The agent runs a natural dialogue by your script: it asks about budget, urgency and need, understands free-form answers and lets itself be interrupted. Persona, goal and greeting are configured to fit your product and tone.
- 3
Required fields collected in the dialogue
Qualifying answers go into configurable fields with required-and-validated rules. The agent will not close qualification until it has what it needs — so data arrives complete and in one format for every lead.
- 4
The result goes to the CRM
Collected fields and the call transcript are pushed to the CRM: the agent finds or creates the contact by phone number and records the qualification outcome. Every lead reaches a rep with ready context, not "someone called".
- 5
Hot leads straight to a rep
Per your script conditions, the agent transfers a qualified lead to a live rep right in the conversation and stays on the line, prompting the rep with the collected fields and the next step. Poor-fit leads are filtered out, and selling time goes only to warm ones.
Industry scenario
A portal inquiry on the weekend: from listing site to agent in minutes
On Saturday at 10:10 pm a buyer submits an inquiry on a listing portal for a two-bedroom apartment — the same inquiry they fanned out to four other agencies. An automation rule immediately launches an outbound call from the voice AI agent: it introduces itself on behalf of the agency, asks whether it's resale or a new build, the rough budget, the preferred area and nearest transit, the payment method (mortgage / cash / needs to sell their own), and how urgent the move is. While competitors won't open the CRM until Monday, the buyer has already spoken to you.
The answers land in required, validated fields: budget, area, property type and class, payment method, urgency. From these fields the agent recognizes a real buyer — not a competing agent, and not a "studio in an old block" budget aimed at a three-bedroom in a premium new build — and books the next step. The contact is found in the CRM by phone number or created new, and the qualification result with the transcript goes into the card.
On Monday the on-duty agent sees not "there was a portal inquiry overnight" but a ready card: budget, area, mortgage approved, timeline — by end of month. They pull three matching listings and call to book a viewing instead of spending the first conversation on the basics. Off-target inquiries — wrong region, a competing agent, a budget out of line with the area — the agent flags itself, so they don't clog the queue. On the dashboard the manager sees how many inquiries from each portal were qualified and how many were screened out as junk.
Key facts
- Trigger
- A new inquiry via webhook, integration or upload launches the agent's outbound call right away.
- What it uncovers
- Budget, urgency and need by your script; the agent understands free-form answers and allows interruption.
- Required fields
- Configurable fields with required-and-validated rules; qualification does not close without the needed data.
- Where the result goes
- Fields and transcript are pushed to the CRM — the contact is found or created by phone number.
- Transfer to a rep
- A hot lead is transferred to a live rep in the conversation; the agent stays on the line and prompts the context.
Related scenarios for this industry
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