Agentic WorkflowsReal Estate2 weeks

Automated Lead Qualification System

Chen Real Estate Group

The Challenge

Sarah was spending 20+ hours a week manually responding to website leads, qualifying them, and scheduling showings. Most leads went cold before she could follow up.

What We Built

We built an AI workflow that instantly responds to new leads, asks qualifying questions via text/email, scores leads by readiness, and automatically books showings for qualified buyers.

OpenAI GPT-4oMake.comTwilio SMSGoogle Calendar APIAirtable

How We Did It

Discovery

Mapped Sarah's lead flow from website form to showing — identified 4 bottlenecks where leads stalled.

Design

Designed a multi-channel qualification flow: instant text reply, follow-up email sequence, and smart scheduling.

Build

Connected GPT-4o to her CRM via Make.com. Built scoring logic, Twilio SMS integration, and calendar sync.

Launch

Ran in shadow mode for 3 days alongside manual process, then went live with monitoring dashboards.

Before & After

Lead response time

4 hoursUnder 2 min

Weekly hours on follow-up

20+ hours5 hours

Lead-to-showing rate

12%38%

Leads going cold

60%15%

The Results

80% of inquiries handled automatically
Response time dropped from 4 hours to under 2 minutes
15 hours/week saved on manual follow-up
35% increase in booked showings

Estimated ROI

Estimated $3,800/month in saved labor costs and increased bookings

I wish I'd done this a year ago. The bot handles the initial back-and-forth better than I did - and it never sleeps.

Chen Real Estate Group

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