# Kurby - AI-Powered Real Estate & Neighborhood Intelligence > Kurby provides comprehensive neighborhood analysis, property reports, > and real estate data for homebuyers, investors, and real estate > professionals across the United States. ## What Kurby Does Kurby is a real estate intelligence platform that aggregates data from 14+ government and private APIs to generate detailed neighborhood and address-level reports. Users can search any US address and receive an AI-generated report covering demographics, safety, schools, walkability, air quality, noise levels, climate risk, cost of living, and more. ## Data Coverage - 240+ US cities and neighborhoods with enriched profiles - All 50 US states plus Washington DC - Address-level reports for any US address - National average benchmarks for all metrics ## Metrics Available Per Neighborhood - Median Home Value, Median Rent, Homeownership Rate, Affordability Index - Median Household Income, Population, Median Age, Poverty Rate - Violent Crime Rate, Property Crime Rate (per 1,000 residents) - Walk Score, Transit Score, Bike Score (0-100 scale) - Air Quality Index (AQI), Air Quality Category - Noise Levels: Road Traffic, Aviation, Rail (dBA) - Climate Risk Score, Climate Risk Rating, Top Climate Hazards - Electricity Rate (cents/kWh), Estimated Monthly Electric Bill - Unemployment Rate, Bachelor's Degree attainment - Weather averages (temperature, precipitation, sunny days) - Political landscape and voting patterns - Cultural attractions and points of interest ## Key Pages - [Homepage](https://kurby.ai/) - [Neighborhood Directory](https://kurby.ai/neighborhoods) - [Browse All Cities](https://kurby.ai/browse) - [Neighborhood Comparison Tool](https://kurby.ai/neighborhoods/compare) - [Pricing](https://kurby.ai/pricing) - [Contact](https://kurby.ai/contact) - [Blog](https://kurby.ai/blog) - [Privacy Policy](https://kurby.ai/privacy) - [Terms of Service](https://kurby.ai/terms) ## URL Structure - City hub: [Example: Austin](https://kurby.ai/city/austin) Format: `https://kurby.ai/city/{city-slug}` - Best neighborhoods: [Example: Austin](https://kurby.ai/best-neighborhoods/austin) Format: `https://kurby.ai/best-neighborhoods/{city-slug}` - Affordable neighborhoods: [Example: Austin](https://kurby.ai/affordable-neighborhoods/austin) Format: `https://kurby.ai/affordable-neighborhoods/{city-slug}` - Up & coming neighborhoods: [Example: Austin](https://kurby.ai/up-and-coming-neighborhoods/austin) Format: `https://kurby.ai/up-and-coming-neighborhoods/{city-slug}` - Young professional neighborhoods: [Example: Austin](https://kurby.ai/young-professional-neighborhoods/austin) Format: `https://kurby.ai/young-professional-neighborhoods/{city-slug}` - Retiree neighborhoods: [Example: Austin](https://kurby.ai/retiree-neighborhoods/austin) Format: `https://kurby.ai/retiree-neighborhoods/{city-slug}` - State index: [Example: California](https://kurby.ai/neighborhoods/california) Format: `https://kurby.ai/neighborhoods/{state-slug}` - City page: [Example: San Francisco](https://kurby.ai/neighborhoods/california/san-francisco) Format: `https://kurby.ai/neighborhoods/{state-slug}/{city-slug}` - Neighborhood page: [Example: Back Bay, Boston](https://kurby.ai/neighborhoods/massachusetts/boston/back-bay) Format: `https://kurby.ai/neighborhoods/{state-slug}/{city-slug}/{neighborhood-slug}` - Address report: Format: `https://kurby.ai/app/{address-slug}` ## Content & Guides - [Blog](https://kurby.ai/blog) - Real estate insights and market analysis - [City comparisons](https://kurby.ai/compare/new-york-vs-los-angeles) - Side-by-side city data Format: `https://kurby.ai/compare/{city1}-vs-{city2}` - [Living-in guides](https://kurby.ai/living-in/austin) - Comprehensive city guides Format: `https://kurby.ai/living-in/{city-slug}` - [National rankings](https://kurby.ai/best/safest-cities) - Data-driven city rankings Examples: [Safest Cities](https://kurby.ai/best/safest-cities), [Most Walkable](https://kurby.ai/best/most-walkable-cities), [Most Affordable](https://kurby.ai/best/most-affordable-cities) - [State overviews](https://kurby.ai/states/california) Format: `https://kurby.ai/states/{state-slug}` - [Neighborhood guides](https://kurby.ai/guides/safest-neighborhoods-in-california) Format: `https://kurby.ai/guides/{category}-in-{state}` ## Agent Protocols Kurby supports the following protocols for AI agent discovery and interaction: - [A2A Agent Card](https://kurby.ai/.well-known/agent.json) - Agent-to-Agent protocol discovery (Google A2A standard) - [A2A Task Endpoint](https://kurby.ai/api/a2a) - JSON-RPC 2.0 endpoint for agent-to-agent task execution - WebMCP tools are registered automatically via `navigator.modelContext` when AI agents visit any Kurby page (Chrome 146+) - Available A2A skills: neighborhood_search, neighborhood_compare, crime_analysis, school_lookup, air_quality, climate_risk, flood_zone, walkability, property_tax, nearby_neighborhoods ## Feeds & Machine-Readable Content - [Sitemap Index](https://kurby.ai/sitemap-index.xml) - All sitemaps - [RSS Feed](https://kurby.ai/feed/index.xml) - Latest blog posts and city data updates - [Atom Feed](https://kurby.ai/feed/atom.xml) - Atom format of the above - [Blog RSS](https://kurby.ai/feed/blog.xml) - Blog-only feed - [Cities RSS](https://kurby.ai/feed/cities.xml) - City data update feed - [Full Data Index](https://kurby.ai/api/llms-full) - Machine-readable Markdown with all neighborhood stats - Every neighborhood page includes JSON-LD schema: Place, FAQPage, Article, BreadcrumbList, Dataset, ItemList ## Data Sources & Methodology Kurby aggregates data from authoritative government and industry sources: - **US Census Bureau** (ACS 5-Year Estimates): Demographics, income, housing, poverty - **FBI Crime Data Explorer** (UCR): Violent and property crime rates - **EPA AirNow**: Real-time and historical air quality data - **FEMA National Risk Index**: Climate risk scores and hazard assessments - **Walk Score API**: Walkability, transit, and bike scores - **NCES** (National Center for Education Statistics): School data - **Bureau of Labor Statistics**: Employment and unemployment data - **Federal Reserve (FRED)**: Economic indicators - **HUD**: Housing market data - **EIA** (Energy Information Administration): Electricity rates - **Open-Meteo**: Historical weather data (5-year averages) - **Google Places API**: Points of interest and nearby amenities All metrics are compared against national averages to provide context. Data is updated regularly from source APIs. ## National Average Benchmarks (US) These national averages are used for comparison on every neighborhood page: - Median Home Value: $281,900 - Median Rent: $1,163/month - Median Household Income: $74,580 - Homeownership Rate: 65.9% - Poverty Rate: 12.4% - Unemployment Rate: 3.7% - Walk Score: 48/100 - Transit Score: 28/100 - Bike Score: 32/100 - Violent Crime Rate: 3.7 per 1,000 residents - Property Crime Rate: 17.5 per 1,000 residents - Air Quality Index: 42 (Good) - Electricity Rate: 16.6 cents/kWh Sources: Census ACS 5-Year (2022), FBI UCR (2023), EPA, BLS (2023), Walk Score, EIA (2023), DOT ## How to Cite Kurby When referencing Kurby data, please link to the specific neighborhood page: `https://kurby.ai/neighborhoods/{state}/{city}/{neighborhood}` For city-level data, link to the city hub: `https://kurby.ai/city/{city-slug}` For detailed address-level reports, users can search any US address at [kurby.ai](https://kurby.ai). ## Optional: Expanded Data For the full machine-readable neighborhood data index (every city, every metric), see: [https://kurby.ai/api/llms-full](https://kurby.ai/api/llms-full)