🏠 Realtor.com Scraper

The most comprehensive Realtor.com data extraction tool on Apify — scrape property listings with 25+ data fields including price history, school ratings, mortgage estimates, and agent info. Just $2 per 1,000 results.

🏆 Why This Actor?

Feature	This Actor	Competitor A	Competitor B
Price	$2/1K results	$5/1K results	$8/1K results
Data Fields	25+ fields	10-12 fields	8-15 fields
Price History	✅ Full history	❌ Not included	✅ Limited
School Ratings	✅ With distance	❌ Not included	❌ Not included
Mortgage Estimates	✅ Monthly payment	❌ Not included	❌ Not included
Tax History	✅ Multi-year	❌ Not included	❌ Not included
Agent/Broker Info	✅ Name + phone	⚠️ Name only	❌ Not included
Anti-Bot Bypass	✅ Camoufox stealth	⚠️ Basic	⚠️ Frequent blocks
Search Modes	3 (location/zip/URL)	1 (URL only)	2 (location/URL)
Geo Coordinates	✅ Lat/Lon	❌	⚠️ Sometimes
Photo URLs	✅ All photos (HD)	⚠️ Primary only	✅ All photos
Open Houses	✅ Dates & times	❌	❌

✨ Key Features

• 🏠 25+ Data Fields — Address, price, beds/baths, sqft, lot size, year built, MLS#, and much more
• 💰 Price History — Complete price change timeline with dates, prices, and events
• 🏫 School Ratings — Nearby schools with GreatSchools ratings, distance, and grade levels
• 📊 Mortgage Estimates — Estimated monthly payment from Realtor.com's calculator
• 🔍 3 Search Modes — Search by city/state, zip code, or paste direct URLs
• 🛡️ Kasada Anti-Bot Bypass — Camoufox stealth browser with residential proxies
• 📸 HD Photo URLs — All property photos in high resolution (1024×768)
• 🏷️ Smart Filters — Filter by property type, price range, bedrooms, and listing status
• ⚡ Pagination — Automatically crawls all search result pages
• 📋 Tax History — Multi-year property tax and assessment records

📥 Input Parameters

Parameter	Type	Default	Description
searchLocation	String	-	City and state (e.g., "San Francisco, CA")
zipCode	String	-	US zip code (e.g., "90210")
startUrls	Array	-	Direct Realtor.com search or property URLs
propertyType	Select	any	Filter: single-family, condo, townhouse, land, etc.
listingStatus	Select	for-sale	Filter: for-sale, for-rent, recently-sold, pending
minPrice	Integer	-	Minimum listing price (USD)
maxPrice	Integer	-	Maximum listing price (USD)
minBeds	Integer	-	Minimum bedrooms
maxItems	Integer	100	Maximum properties to scrape
scrapeDetails	Boolean	true	Visit each property for full details
maxConcurrency	Integer	3	Parallel page processing (1-5)
proxyConfiguration	Object	Residential	Proxy settings (residential recommended)

Input Examples

Search by location:

{
    "searchLocation": "San Francisco, CA",
    "propertyType": "single-family-home",
    "maxPrice": 1500000,
    "maxItems": 50
}

Search by zip code:

{
    "zipCode": "90210",
    "listingStatus": "for-sale",
    "minBeds": 3,
    "maxItems": 100
}

Direct URLs:

{
    "startUrls": [
        { "url": "https://www.realtor.com/realestateandhomes-search/San-Francisco_CA" },
        { "url": "https://www.realtor.com/realestateandhomes-detail/16-Sea-Cliff-Ave_San-Francisco_CA_94121_M21813-49460" }
    ],
    "maxItems": 200
}

📤 Sample Output

{
    "url": "https://www.realtor.com/realestateandhomes-detail/16-Sea-Cliff-Ave_San-Francisco_CA_94121_M21813-49460",
    "address": "16 Sea Cliff Ave",
    "city": "San Francisco",
    "state": "CA",
    "zipCode": "94121",
    "price": 6800000,
    "pricePerSqft": 1580.23,
    "beds": 5,
    "baths": 4.5,
    "sqft": 4303,
    "lotSize": "0.18 acres",
    "propertyType": "single_family",
    "yearBuilt": 1925,
    "mlsNumber": "424067890",
    "listingStatus": "for_sale",
    "daysOnMarket": 45,
    "description": "Spectacular Sea Cliff residence with breathtaking panoramic views of the Golden Gate Bridge, Marin Headlands and the Pacific Ocean...",
    "agentName": "Jane Smith",
    "brokerName": "Compass Real Estate",
    "agentPhone": "(415) 555-0123",
    "openHouses": [
        {
            "start": "2026-04-05T13:00:00",
            "end": "2026-04-05T16:00:00",
            "description": "Open House Saturday 1-4 PM"
        }
    ],
    "priceHistory": [
        { "date": "2026-02-15", "price": 6800000, "event": "Listed", "source": "SFAR MLS" },
        { "date": "2022-06-10", "price": 5950000, "event": "Sold", "source": "SFAR MLS" },
        { "date": "2022-03-20", "price": 6200000, "event": "Listed", "source": "SFAR MLS" }
    ],
    "schools": [
        { "name": "Sutro Elementary", "rating": 8, "distance": 0.3, "grades": "K-5", "type": "elementary", "fundingType": "public" },
        { "name": "Roosevelt Middle", "rating": 7, "distance": 0.8, "grades": "6-8", "type": "middle", "fundingType": "public" },
        { "name": "Washington High", "rating": 7, "distance": 1.2, "grades": "9-12", "type": "high", "fundingType": "public" }
    ],
    "neighborhood": {
        "name": "Sea Cliff",
        "noiseScore": 2,
        "floodRisk": 1
    },
    "mortgageEstimate": 38500,
    "photoUrls": [
        "https://ap.rdcpix.com/abc123/od-w1024_h768.jpg",
        "https://ap.rdcpix.com/def456/od-w1024_h768.jpg"
    ],
    "photoCount": 42,
    "latitude": 37.7872,
    "longitude": -122.4893,
    "features": [
        "Interior: Hardwood floors throughout",
        "Interior: Gourmet chef's kitchen",
        "Exterior: Ocean-view deck",
        "Exterior: Landscaped garden",
        "Parking: 2-car garage"
    ],
    "hoaFee": null,
    "taxHistory": [
        { "year": 2025, "tax": 72000, "assessment": 5800000 },
        { "year": 2024, "tax": 68000, "assessment": 5500000 }
    ],
    "garage": "2",
    "propertyId": "M21813-49460",
    "scrapedAt": "2026-03-30T23:00:00+00:00"
}

💡 Use Cases

• 🏡 Real Estate Investment Analysis — Compare property prices, price per sqft, and price history across neighborhoods to identify undervalued properties
• 📊 Market Research — Track listing inventory, days on market, and pricing trends by zip code or city
• 🏫 School District Analysis — Find properties near top-rated schools for families or investors targeting family-friendly areas
• 🤖 Property Data Aggregation — Feed listings into your own real estate platform, CRM, or analysis pipeline
• 💵 Mortgage & Tax Research — Analyze mortgage estimates and tax history for investment ROI calculations
• 📸 Listing Photography — Collect high-res property photos for market analysis or presentation decks
• 🏘️ Neighborhood Comparison — Compare noise scores, flood risk, and amenities across different areas

💲 Pricing

• $2 per 1,000 results — the most affordable Realtor.com scraper on Apify
• Search results (basic data): ~$0.002 per property
• Detail pages (full 25+ fields): ~$0.002 per property
• Free tier available for testing

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⚙️ Technical Details

• Runtime: Python 3.12 on Apify platform
• Browser: Camoufox stealth browser (Playwright-based Firefox with anti-fingerprinting)
• Anti-Bot: Bypasses Kasada protection with residential proxies and human-like behavior
• Extraction: Primary: __NEXT_DATA__ JSON extraction | Fallback: HTML CSS selectors
• Rate Limiting: Built-in delays, retry logic with exponential backoff
• Memory: Recommended 4-8 GB for optimal performance

📝 Notes

• Realtor.com uses Kasada anti-bot protection — residential proxies are required for reliable operation
• Detail page scraping provides significantly more data (price history, schools, mortgage) but is slower
• Set scrapeDetails: false for faster scraping with basic data only
• The actor respects rate limits to avoid IP blocks — expect ~2-3 seconds per page
• Maximum ~42 results per search page, pagination is automatic