Real Estate Intelligence Agent

AI-powered real estate market intelligence using free public data sources. Analyze markets, find investment opportunities, and track development trends.

Features

• Market Analysis: Price trends, inventory levels, days on market
• Investment Opportunities: Identify undervalued areas, cash flow properties
• Development Hotspots: Track building permits, zoning changes
• Demographic Insights: Population growth, income levels, migration patterns
• AI-Powered Reports: Multi-LLM support for intelligent market synthesis

Data Sources (All Free)

Source	Data Type
Census Bureau	Demographics, income, population
HUD	Fair market rents, housing data
FRED	Mortgage rates, housing indices
City Open Data	Building permits, zoning
Zillow (public)	Home values, rent estimates
Redfin (public)	Market trends, inventory
County Records	Property transfers, assessments

Input Parameters

Parameter	Type	Description
locations	array	Cities, zip codes, or addresses to analyze
analysisType	string	market_overview, investment_opportunities, development_hotspots, rental_market
dataModules	array	Modules: property_records, sales_history, permit_data, market_trends, demographic_data
propertyTypes	array	Types: single_family, multi_family, condo, commercial
minPrice	integer	Minimum price filter
maxPrice	integer	Maximum price filter
modelName	string	AI model for analysis

Output

{
  "success": true,
  "locations": [
    {
      "location": "Austin, TX",
      "market_overview": {
        "median_price": "$450,000",
        "price_change_yoy": "+5.2%",
        "inventory_months": 2.3,
        "days_on_market": 28
      },
      "demographics": {
        "population": 1000000,
        "population_growth": "+3.1%",
        "median_income": "$75,000"
      },
      "development": {
        "new_permits_ytd": 1500,
        "major_projects": [...]
      },
      "investment_metrics": {
        "cap_rate_avg": "5.2%",
        "rent_to_price_ratio": "0.6%",
        "appreciation_forecast": "moderate"
      },
      "ai_analysis": {
        "market_outlook": "bullish",
        "best_neighborhoods": [...],
        "risk_factors": [...],
        "recommendations": [...]
      }
    }
  ]
}

Use Cases

1. Investors: Find cash flow properties, analyze markets
2. Developers: Identify development opportunities, track permits
3. Realtors: Market reports for clients
4. Relocation: Research neighborhoods before moving
5. Lenders: Market risk assessment

Pricing

Pay-per-event model:

• location-analyzed: $0.10 per location
• ai-analysis: $0.02 per analysis
• report-generated: $0.05 per report

Example Usage

apify call fiery_dream/real-estate-intel --input '{
  "locations": ["Austin, TX", "Miami, FL", "Denver, CO"],
  "analysisType": "investment_opportunities",
  "dataModules": ["market_trends", "demographic_data", "permit_data"],
  "modelName": "gpt-4o-mini",
  "openaiApiKey": "sk-..."
}'