AI Agent
Lead Qualification
Real Estate
WhatsApp & Telegram
n8n Workflow
AI-Powered Real Estate
Lead Qualifier
When a buyer submits a form on your website, this AI agent instantly responds via WhatsApp or Telegram, conducts a full qualification conversation, stores chat history with context memory, then summarizes the lead and alerts your agent — all automatically.
Workflow Architecture
Inside the Automation
Form submission → Switch (WhatsApp/Telegram) → AI Qualifier loop → Supabase memory → Summarize → Google Sheets → Alert agent via Telegram
End-to-End Pipeline
Form Submission
Website trigger
Wait 5s
Smooth delivery
Channel Switch
WA or Telegram
AI Qualifier
Conversation loop
Supabase Memory
Context stored
Summarize
AI transcript
Google Sheets
Lead logged
Alert Agent
Telegram notify
Engagement Channels
WhatsApp
Reaches buyers instantly on the world's most-used messaging app. Ideal for markets where WhatsApp is the primary communication channel.
Telegram
Fallback or primary channel for buyers who prefer Telegram. The Switch node automatically routes based on availability or preference.
Who Is This For?
Built for real estate teams losing deals to slow follow-up
Real Estate Agencies
Stop losing buyers to competitors who respond faster. This agent contacts every lead within seconds of form submission — 24/7, even on weekends and holidays.
Independent Property Agents
Handle more leads without hiring more staff. The AI qualifies buyers while you focus on closing deals — only jumping in when a lead is ready to meet.
Property Developers
Launching a new project? This system handles the surge of inquiries at launch — qualifying hundreds of buyers simultaneously and routing hot leads to your sales team instantly.
Automation Agencies
Offer a premium lead qualification product to real estate clients. Customizable AI questions, multi-channel support, and clean handoff make it easy to white-label and deploy.
How It Works
Step-by-step breakdown
1
Buyer submits a form on your website
The workflow triggers the moment a buyer fills out a property inquiry form. Their name, phone number, and initial interest are captured and passed into the pipeline immediately.
On Form Submission
2
5-second delay for a natural feel
A brief 5-second wait is added before the first message is sent — making the outreach feel human rather than an instant bot response, improving reply rates.
Wait Node
3
AI sends the first message via WhatsApp or Telegram
A Switch node routes the initial outreach to the buyer's preferred channel — WhatsApp (via Facebook Graph API) or Telegram. The AI introduces itself as the property assistant and opens the qualifying conversation.
Switch → WhatsApp / Telegram
4
Real Estate Qualifier AI conducts the conversation
The AI agent — powered by GPT-4o with PostgreSQL/Supabase memory — asks pre-qualifying questions about budget, preferred location, property type, timeline, and financing status. It adapts based on the buyer's replies, just like a real agent would. Chat history is stored tied to the buyer's phone number, so context is maintained across multiple messages.
Real Estate Qualifier AI + Supabase Memory
5
Conversation completion is checked automatically
After each exchange, a conditional node checks whether the AI has gathered all required qualification data. If the conversation is still ongoing, the loop continues. Once complete, the workflow moves to the summary phase.
Check if Conversation Completed
6
AI summarizes the full transcript
Once qualification is complete, a second AI model (OpenAI + Structured Output Parser) reads the full Supabase conversation history, combines all rows, and generates a clean structured lead summary — including budget, location preference, timeline, and readiness score.
Summarize Transcript + Structured Output Parser
7
Lead logged to Google Sheets
The structured lead summary is appended to a Google Sheet — giving your sales team a clean, searchable database of every qualified buyer with all their details in one row.
Store Results in Google Sheets
8
Agent alerted via Telegram instantly
The moment a lead is qualified and logged, the assigned real estate agent receives a Telegram notification with the buyer's summary — name, budget, preferred area, and readiness — so they can follow up at exactly the right moment.
Alert Agent — Telegram
Key Features
What makes this workflow powerful
📩
Instant WhatsApp or Telegram Response
Every lead receives a personalized first message within seconds of form submission — before they've even closed your website tab.
🤖
AI Chat-Based Qualification
The conversational AI gathers budget, location, property type, timeline, and financing details naturally — no forms, no friction, just conversation.
🗂️
Supabase Chat Memory
Every conversation is stored in Supabase/PostgreSQL tied to the buyer's phone number. The AI remembers previous messages and maintains full context across sessions.
📊
Lead Summary & Agent Handoff
The AI auto-summarizes the full conversation into a structured lead card logged to Google Sheets and delivered to the agent via Telegram — ready to act on immediately.
🔁
Customizable AI Questions
The qualifying questions are fully editable — adapt them to luxury properties, rentals, commercial real estate, or any property niche in minutes.
🔀
Dual-Channel Flexibility
Works on both WhatsApp and Telegram. The Switch node automatically routes buyers to their preferred channel — no manual setup needed per lead.
How It Will Improve Your Business Workflow
Real impact, measurable results
<10s
First Response Time
Every lead gets a personalized reply in under 10 seconds — beating 98% of real estate competitors who take hours.
100%
Lead Follow-Up Rate
No lead is ever forgotten. Every form submission triggers the full qualification pipeline automatically — day or night.
0
Manual Screening
Agents only receive fully qualified leads with a complete buyer profile — no time wasted on cold or unqualified prospects.
Win the speed game — every time
Studies show that leads contacted within 5 minutes are 100x more likely to convert than those contacted after 30 minutes. This agent responds in under 10 seconds — giving your agency an unbeatable advantage over competitors still relying on manual follow-up.
Scale without hiring more staff
One workflow can handle hundreds of simultaneous buyer conversations — qualifying multiple leads at once without any additional headcount. Your team only steps in when a buyer is ready to view a property.
AI that remembers every buyer
Supabase memory means the AI remembers what a buyer said yesterday, last week, or last month. If they return and send another message, the AI picks up exactly where they left off — building trust and reducing repetition.
Clean lead database, always up to date
Every qualified buyer is automatically logged to Google Sheets with a full structured profile — budget, area, property type, timeline, and notes. Your team has a live, searchable CRM-style database without any manual data entry.
Fully customizable for any property niche
Whether you sell luxury condos, residential lots, commercial spaces, or rental units — the AI qualifying questions can be edited in minutes to match your exact sales process and buyer profile.
Tech Stack
Tools powering this workflow
Website Form (Trigger)
WhatsApp (Facebook Graph API)
Telegram Bot API
OpenAI GPT-4o (AI Agent)
Supabase / PostgreSQL (Memory)
Structured Output Parser
Google Sheets (Lead Log)
n8n (Workflow Engine)
Available for projects
Let's qualify your leads
while you sleep
I'll build and customize this Real Estate Lead Qualifier for your agency — tailored to your property niche, messaging channels, and sales process. Fully tested and ready to deploy.