Back to Solutions
Real Estate#01 Chat Interaction
Real Estate Lead Qualification Agent
"Qualify 500 leads without a single sales call"
80%
Faster Qualification
60%
More Site Visits
90%
Response Speed
The Problem
Sales teams waste 70% of their time on leads who were never going to buy. Hot leads cool down while reps chase the wrong people. The cost: crores in lost revenue every month.
Workflow
How the system runs
- 01Lead arrives via WhatsApp / Web / Call
- 02AI agent starts conversation
- 03Collects budget, location, BHK, timeline
- 04Lead scored: Hot / Warm / Cold
- 05Hot leads → instant sales alert
- 06Warm leads → nurture sequence
- 07CRM updated automatically
- 08Site visit booked
Customer Interaction
Chat Interaction
NeovraAI Assistant
Active · responding in < 1s
Hi, I'm looking for a 2 BHK in Pune
10:20
Hello! Great choice. What's your budget range?
10:21
Around 70 to 90 lakhs
10:22
Perfect. Which areas — Wakad, Hinjewadi or Baner?
10:23
Wakad or Hinjewadi
10:24
I found 3 projects matching. Shall I book a site visit this weekend?
10:25
Yes, Saturday works
10:26
Done! Site visit confirmed Sat 11 AM. Our team will call at 10 to confirm. 🎉
10:27
Top 3 matches for you
Marigold HeightsBest budget fit
Hinjewadi2 BHK
78L
Skyline ResidencyHot inventory
Wakad2 BHK
86L
Riverfront OnePremium match
Baner3 BHK
1.42Cr
Type a message…
Dashboard & Reporting
Lead Qualification Dashboard
Lead Qualification Dashboard
Qualified pipeline by day
Live
Total Inquiries
12,842
+18.5%
Qualified Leads
4,256
+22.7%
Qualification Rate
33.1%
+4.2%
Site Visits Scheduled
1,985
+16.3%
Conversion Rate
8.7%
+2.1%
Revenue Generated
₹12.6 Cr
+28.9%
Qualified pipeline by day
Lead quality mix
33.1%
qualification rate
Hot leads routed
1,142
< 60 sec
Budget verified
84%
+17%
Site visits from AI
1,985
+16%
Source / segment mix
- Website42%
- WhatsApp28%
- Facebook15%
- Instagram10%
- Others5%
Operational Improvement
Before vs After
Before
- Manual qualification by sales reps — hours per lead
- After-hours inquiries lost overnight
- Inconsistent customer experience across channels
- Site visits scheduled over phone tag
- Pipeline visibility limited to spreadsheets
After
- Instant AI qualification in under 60 seconds
- 24/7 capture across website, WhatsApp, ad channels
- Consistent, scripted-yet-natural buyer journeys
- Site visits booked end-to-end inside chat
- Live dashboard with source, stage and revenue KPIs
Business Impact
Measured outcomes
80%
Faster Lead Qualification
60%
More Site Visits
90%
Faster Response Time
40%
Higher Lead Conversion
Technology Stack
Enterprise architecture
3-week build · production-grade infrastructure
AI Layer
- OpenAI GPT-4o
- Custom Qualification Engine
Automation Layer
- n8n Workflow Engine
- Sales Notification Bot
Communication Layer
- WhatsApp Business API
- Gmail API
CRM Layer
- HubSpot CRM
- Google Calendar API
Data Layer
- PostgreSQL
- Google Sheets
Analytics Layer
- Power BI
- React Dashboard
Suitable Industries
Real Estate Developers Property Consultants Commercial Real Estate Luxury Housing Residential Builders Brokerage Companies
Implementation Brief
Real Estate Lead Qualification Agent rollout plan
Architecture, integration layers, operating rhythm and KPI governance for a 3-week production rollout.
System Walkthrough
8-step workflow · 6 KPI dashboard · chat interaction model
Project Note
"Designed after talking to 30+ real estate sales managers in Pune. Every single one had the same complaint: too many leads, too little time."
Project Concept & Design
Anurag Dube
Developed Under
NeovraAI