AI Real Estate Market & Area Intelligence Agent

Turn structured real-estate market data into actionable area intelligence with an AI-powered n8n workflow.

This workflow helps real-estate agents and agencies analyze local market records, understand price positioning, identify demand and supply signals, evaluate data confidence, and generate practical recommendations.

Instead of asking an AI model to guess what is happening in a market, the workflow first retrieves structured market records from Google Sheets and then gives those records to an AI Agent for grounded analysis.

WHAT IT DOES

• Analyze structured local market data

• Filter data by country, city, area, property type and purpose

• Analyze price positioning

• Identify demand signals

• Identify supply signals

• Generate buyer/renter positioning insights

• Highlight data limitations and risks

• Generate practical recommendations

• Return structured JSON

• Support multilingual analysis

• Log generated intelligence

HOW IT WORKS

Market Intelligence Request

→ Validate Request

→ Retrieve Market Data

→ Filter Relevant Records

→ AI Market Analysis

→ Structured Intelligence

→ Confidence & Priority

→ Log Result

→ Return Report

EXAMPLE USE CASES

1. Area Analysis

An agent wants to understand the rental market for apartments in a specific area.

The workflow retrieves matching market records and produces:

• Market summary

• Price positioning

• Demand signals

• Supply signals

• Recommendations

2. Property Positioning

An agency wants to understand how a property compares with available market records.

The workflow can help the team position the property using the supplied data.

3. Multilingual Market Intelligence

The same analysis can be requested in different languages while keeping the underlying market facts unchanged.

FACT-GROUNDED AI

The AI Agent is explicitly instructed to analyze only the supplied market dataset.

It must not invent:

• Prices

• Market statistics

• Demand levels

• Supply levels

• Transaction volumes

• Yields

• Current market conditions

If the dataset is limited, the workflow reports lower confidence instead of fabricating information.

IMPORTANT — WHAT THIS PRODUCT DOES NOT DO

This V1 does NOT:

• Scrape property portals

• Scrape the open web

• Automatically collect live market data

• Send WhatsApp messages

• Send SMS

• Send emails

• Provide legal advice

• Provide tax advice

• Provide mortgage advice

• Provide unsupported investment advice

• Replace a licensed market analyst

The workflow analyzes the market data provided by the user.

INCLUDED

• Importable n8n workflow JSON

• Complete setup and testing guide

• Market Data CSV template

• Market Intelligence Log CSV template

• Test data

• README

• Commercial license

• Changelog

REQUIREMENTS

• n8n Cloud or self-hosted

• OpenAI API or compatible AI model

• Google Sheets

• Google Sheets OAuth credential

• Basic n8n knowledge

PRODUCTION USE

For production environments, add:

• Webhook authentication

• HTTPS

• Rate limiting

• Duplicate request protection

• Error monitoring

• Controlled Google Sheets access

• Trusted/licensed market data sources

For better analytical confidence, keep the source and data_date fields populated in the market dataset.

IDEAL FOR

• Real-estate agencies

• Property brokers

• Real-estate sales teams

• PropTech startups

• Real-estate automation builders

• Market research teams

• Property investment teams

VERSION

v1.0