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 json { "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 bash 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-..." }'