AI Lead Starter is a modular real-estate AI automation bundle designed to help agencies capture, understand, qualify, match and respond to property leads faster.

Instead of buying separate automation workflows, this starter pack gives you four complementary n8n workflows covering the early stages of the real-estate sales process.

WHAT'S INCLUDED

1. WhatsApp AI Lead Agent

Capture and understand incoming real-estate inquiries with a multilingual AI Agent.

The workflow can:

• Understand incoming lead messages

• Detect the lead's language

• Extract relevant requirements

• Capture structured lead information

• Calculate a deterministic lead score

• Identify when property matching is needed

• Support human handoff scenarios

• Prepare WhatsApp-ready responses

Important:

The V1 package includes the working AI lead automation core. Live WhatsApp/Meta transport configuration and provider-specific credentials are not included and must be connected separately for production deployment.

2. AI Lead Qualification & Scoring Agent

Turn unstructured lead messages into structured qualification data.

The workflow:

• Receives leads through a webhook

• Extracts intent, property type, location, budget and timeline

• Uses an AI Agent for qualification analysis

• Calculates the final qualification score deterministically

• Classifies leads as HOT, WARM or COLD

• Determines a recommended next action

• Logs qualification results to Google Sheets

3. AI Property Matching & Recommendation Agent

Match qualified real-estate leads with suitable properties using structured requirements.

The workflow can evaluate:

• Buy / rent intent

• Location

• Property type

• Bedrooms

• Budget

• Availability

• Property requirements

The matching logic is deterministic and works with verified property inventory rather than inventing properties or property facts.

4. AI Property Description Writer

Generate professional multilingual property descriptions from verified property information.

The workflow:

• Receives structured property data

• Validates the input

• Generates property copy with an AI Agent

• Checks generated content against the supplied facts

• Applies multilingual formatting

• Generates SEO-oriented content

• Returns structured listing content

The AI is instructed not to invent property features, amenities, views, financial returns or other unsupported claims.

HOW THE SYSTEM WORKS

Capture

↓

Qualify

↓

Match

↓

Create

The workflows are modular and can be used independently or connected together through webhooks and APIs.

WHO IS THIS FOR?

• Real-estate agencies

• Property brokers

• Real-estate sales teams

• Property consultants

• Real-estate automation specialists

• n8n builders serving real-estate clients

WHAT YOU GET

• 4 n8n AI automation workflows

• AI Agent-based architectures

• Multilingual workflow logic

• Structured JSON outputs

• Deterministic business rules

• Google Sheets integration where applicable

• Webhook-ready architecture

• Setup and configuration documentation

• Testing examples

• Troubleshooting guidance

• Commercial / client-use Extended License

IMPORTANT — WHAT THIS PRODUCT DOES NOT DO

This is a workflow automation toolkit, not a hosted SaaS platform.

It does not include:

• n8n hosting

• OpenAI API usage

• WhatsApp / Meta Business credentials

• WhatsApp provider fees

• Google account credentials

• CRM subscription

• Property portal subscriptions

• Custom deployment

• Done-for-you agency implementation

• Guaranteed lead conversion

• Automatic property portal publishing

Provider credentials and third-party service costs are the buyer's responsibility.

PRODUCTION USE

Before deploying the workflows publicly:

• Configure your own n8n environment

• Add your own API credentials

• Configure Google Sheets where required

• Connect your preferred WhatsApp/provider infrastructure

• Add authentication to public webhooks

• Review data retention and privacy requirements

• Test the workflows with your own data

VERSION

V1.0

This is a modular foundation designed to be customized and extended for different real-estate businesses and automation environments.