RealtyTrac Property Scraper: Extract Real Estate Data Instantly

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What Is RealtyTrac?

RealtyTrac is a comprehensive real estate data platform providing investors, wholesalers, and professionals with detailed property information, public records, and foreclosure data. The platform aggregates mortgage records, tax assessments, ownership details, and transaction histories across millions of properties in the United States. Manually researching individual properties is inefficient — the RealtyTrac Property Scraper automates bulk data extraction, enabling investors and analysts to access structured property intelligence at scale.

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Overview

The RealtyTrac Property Details Scraper extracts comprehensive property records from RealtyTrac listing pages, converting web data into structured datasets. Designed for:

• Real estate investors analyzing deals and market trends
• Wholesalers identifying motivated sellers and off-market opportunities
• Property managers tracking asset valuations and tax records
• Market researchers analyzing neighborhood trends and comparable sales
• Real estate agents researching property histories and comparable properties

Key strengths include access to 50+ property fields, robust handling of large-scale extractions via max_items_per_url, graceful failure handling, and preservation of nested data (photos, histories, ownership records).

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Input Format

The scraper accepts a JSON configuration specifying target properties:

{
  "urls": [
    "https://www.realtytrac.com/p/beachwood-ave-california-city-ca-93505-223296563/",
    "https://www.realtytrac.com/p/fernwood-ave-california-city-ca-93505-23277901/"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Parameter	Purpose
urls	Array of direct RealtyTrac property detail page URLs
max_items_per_url	Maximum records per URL (typically 200)
ignore_url_failures	If true, continues processing if individual URLs fail

Tip: Property URLs follow the format https://www.realtytrac.com/p/[street]-[city]-[state]-[zip]-[property-id]/. Copy directly from the address bar when viewing property details.

---

Output Format

Sample output

{
  "property_id": "223296563",
  "property_status": {
    "pre_foreclosure": true,
    "is_new": false,
    "off_market_last6mo": true
  },
  "property_type": "Single Family Residence",
  "property_type_code": "SFR",
  "occupancy_status": "Owner Occupied",
  "estimated_value": 341660,
  "price_per_sqft": 140.89,
  "estimated_loan_amount": 350584,
  "estimated_gross_profit": -8924,
  "estimated_gross_profit_percent": -2.55,
  "annual_tax_amount": 1618.55,
  "tax_assessed_value": 125593,
  "tax_land_value": 2506,
  "latitude": 35.080889,
  "longitude": -117.96055,
  "county": "Kern",
  "recently_sold_avg_price": 284812.5,
  "near_by_recently_sold_properties": [
    {
      "id": "223296563",
      "type": "SFR",
      "street": "Beachwood",
      "suffix": "Ave",
      "addr": "9575 Beachwood Ave",
      "full_addr": "9575 Beachwood Ave, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 3,
      "baths": 4,
      "sqft": 2425,
      "lot_sqft": 100624,
      "value": 341660,
      "status": {
        "pre_foreclosure": true,
        "roi": -2.545467
      },
      "status_date": 1759363200000,
      "lastupdate_date": 1782950400000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.080889,
        "lon": -117.96055
      },
      "recently_sold_price": 25000
    }
  ],
  "latest_updated_properties": [
    {
      "id": "204780855",
      "type": "SFR",
      "street": "Eucalyptus",
      "suffix": "Ave",
      "addr": "9425 Eucalyptus Ave",
      "full_addr": "9425 Eucalyptus Ave, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 4,
      "baths": 2,
      "sqft": 2190,
      "lot_sqft": 11325,
      "value": 355419,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1758067200000,
      "lastupdate_date": 1784592000000,
      "photo_key": "http://photos.listhub.net/CRISNETCA/SR18044731/1?lm=20180226T231555",
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.122623,
        "lon": -117.960557
      },
      "nphotos": 34,
      "recently_sold_price": 335000
    },
    {
      "id": "155939371",
      "type": "SFR",
      "street": "Verde Vista",
      "suffix": "Pkwy",
      "addr": "20552 Verde Vista Pkwy",
      "full_addr": "20552 Verde Vista Pkwy, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 5,
      "baths": 3,
      "sqft": 2411,
      "lot_sqft": 7405,
      "value": 299900,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1765238400000,
      "lastupdate_date": 1784592000000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.119519,
        "lon": -117.954298
      },
      "recently_sold_price": 306000
    },
    {
      "id": "156631502",
      "type": "SFR",
      "street": "Oleander",
      "suffix": "Ave",
      "addr": "9800 Oleander Ave",
      "full_addr": "9800 Oleander Ave, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 4,
      "baths": 2.5,
      "sqft": 2170,
      "lot_sqft": 10018,
      "value": 336376,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1756252800000,
      "lastupdate_date": 1784592000000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/156631502_SRPD_FS.webp",
      "coord": {
        "lat": 35.112999,
        "lon": -117.953283
      },
      "recently_sold_price": 328000
    },
    {
      "id": "157417961",
      "type": "SFR",
      "street": "Calhoun",
      "suffix": "Dr",
      "addr": "21921 Calhoun Dr",
      "full_addr": "21921 Calhoun Dr, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 4,
      "baths": 2.5,
      "sqft": 2448,
      "lot_sqft": 11952,
      "value": 389900,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1775692800000,
      "lastupdate_date": 1784592000000,
      "photo_key": "http://photos.listhub.net/GAVARCA/17005784/1?lm=20170621T203413",
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.138877,
        "lon": -117.941182
      },
      "nphotos": 19,
      "recently_sold_price": 250000
    },
    {
      "id": "157418023",
      "type": "SFR",
      "street": "Baldwin",
      "suffix": "Ln",
      "addr": "21404 Baldwin Ln",
      "full_addr": "21404 Baldwin Ln, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 4,
      "baths": 3,
      "sqft": 2250,
      "lot_sqft": 13305,
      "value": 335888,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1781568000000,
      "lastupdate_date": 1784592000000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.128424,
        "lon": -117.935105
      },
      "recently_sold_price": 67500
    },
    {
      "id": "40274801",
      "type": "SFR",
      "street": "Mendiburu",
      "suffix": "Rd",
      "addr": "9669 Mendiburu Rd",
      "full_addr": "9669 Mendiburu Rd, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 3,
      "baths": 2,
      "sqft": 2509,
      "lot_sqft": 20720,
      "value": 347827,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1780444800000,
      "lastupdate_date": 1784592000000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.140866,
        "lon": -117.955686
      },
      "recently_sold_price": 145500
    },
    {
      "id": "51961651",
      "type": "SFR",
      "street": "Loop",
      "suffix": "Blvd",
      "addr": "8648 N Loop Blvd",
      "full_addr": "8648 N Loop Blvd, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 3,
      "baths": 2,
      "sqft": 2515,
      "lot_sqft": 10890,
      "value": 429999,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1781568000000,
      "lastupdate_date": 1784592000000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.127487,
        "lon": -117.974183
      },
      "recently_sold_price": 14000
    },
    {
      "id": "52040755",
      "type": "SFR",
      "street": "Bancroft",
      "suffix": "Dr",
      "addr": "21625 Bancroft Dr",
      "full_addr": "21625 Bancroft Dr, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 4,
      "baths": 2.5,
      "sqft": 2240,
      "lot_sqft": 10019,
      "value": 528222,
      "listed_on": 1784592000000,
      "status": {
        "listed_for_sale": true
      },
      "status_date": 1763424000000,
      "lastupdate_date": 1784592000000,
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.135626,
        "lon": -117.9477
      },
      "recently_sold_price": 19000
    },
    {
      "id": "140493789",
      "type": "SFR",
      "street": "Great Circle",
      "suffix": "Dr",
      "addr": "8525 Great Circle Dr",
      "full_addr": "8525 Great Circle Dr, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 3,
      "baths": 2,
      "sqft": 2519,
      "lot_sqft": 9583,
      "value": 204900,
      "listed_on": 1784592000000,
      "status": {
        "pre_foreclosure": true,
        "roi": -51.153576,
        "listed_for_sale": true
      },
      "status_date": 1770854400000,
      "lastupdate_date": 1784592000000,
      "photo_key": "http://lh.rdcpix.com/a1d75d9911fa15e8211d45520385efb4l-f141688327r.jpg",
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.119177,
        "lon": -117.976653
      },
      "nphotos": 138,
      "recently_sold_price": 215000
    },
    {
      "id": "142353591",
      "type": "SFR",
      "street": "101st",
      "suffix": "St",
      "addr": "21850 101st St",
      "full_addr": "21850 101st St, California City, CA 93505",
      "city": "California City",
      "state": "CA",
      "county": "Kern",
      "zip": "93505",
      "beds": 4,
      "baths": 3,
      "sqft": 2698,
      "lot_sqft": 10890,
      "value": 441000,
      "listed_on": 1784592000000,
      "status": {
        "auction": true,
        "listed_for_sale": true
      },
      "status_date": 1783728000000,
      "lastupdate_date": 1784592000000,
      "photo_key": "http://photos.listhub.net/GAVARCA/19006237/1?lm=20190606T023835",
      "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "image_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
      "coord": {
        "lat": 35.139068,
        "lon": -117.948602
      },
      "auction": {
        "date": 1787529600000,
        "time": "10:00AM",
        "bid": 0
      },
      "nphotos": 118,
      "recently_sold_price": 391500
    }
  ],
  "parcel": "215-050-19-00-7",
  "lot": "52",
  "legal": "SECTION 5 , TOWNSHIP 11 , RANGE 10 , QUARTER",
  "year_built": 2007,
  "building_sqft": 2425,
  "lot_sqft": 100624,
  "num_bedrooms": 3,
  "num_bathrooms": 4,
  "status_start_date": "2025-10-02",
  "last_updated_date": "2026-07-02",
  "recording_date": "2025-09-26",
  "foreclosure_create_date": "2025-10-02",
  "foreclosure_update_date": "2025-10-03",
  "default_amount": 50882,
  "default_date": "2024-01-16",
  "nod_document_number": "202500114066",
  "balance": 50000,
  "address": {
    "house_number": "9575",
    "street_name": "BEACHWOOD",
    "street_suffix": "AVE",
    "street_address": "9575 BEACHWOOD AVE",
    "city": "CALIFORNIA CITY",
    "county": "Kern",
    "state": "CA",
    "state_name": "California",
    "zip_code": "93505"
  },
  "auction_alert": {
    "auction_opening_bid": 50000
  },
  "sale_history": [
    {
      "recording_date": 1142208000000,
      "status": "Sold",
      "amount": 25000,
      "building_squarefeet": 2425,
      "price_per_sq_ft": 10
    }
  ],
  "tax_history": [
    {
      "year": 2020,
      "tax_amount": 1512.24,
      "land_amount": 2293,
      "improvement_amount": 112549,
      "assessment": 114842
    },
    {
      "year": 2019,
      "tax_amount": 1511.39,
      "land_amount": 2249,
      "improvement_amount": 110343,
      "assessment": 112592
    },
    {
      "year": 2018,
      "tax_amount": 1486.83,
      "land_amount": 2205,
      "improvement_amount": 108180,
      "assessment": 110385
    },
    {
      "year": 2017,
      "tax_amount": 1616.48,
      "land_amount": 2162,
      "improvement_amount": 106059,
      "assessment": 108221
    },
    {
      "year": 2016,
      "tax_amount": 1491.42,
      "land_amount": 2120,
      "improvement_amount": 103980,
      "assessment": 106100
    },
    {
      "year": 2015,
      "tax_amount": 1412.21,
      "land_amount": 2089,
      "improvement_amount": 102419,
      "assessment": 104508
    },
    {
      "year": 2014,
      "tax_amount": 1369.06,
      "land_amount": 2049,
      "improvement_amount": 100413,
      "assessment": 102462
    },
    {
      "year": 2013,
      "tax_amount": 1379.4,
      "land_amount": 2040,
      "improvement_amount": 99960,
      "assessment": 102000
    },
    {
      "year": 2012,
      "tax_amount": 1556.56,
      "land_amount": 2000,
      "improvement_amount": 98000,
      "assessment": 100000
    }
  ],
  "transaction_history": [
    {
      "transaction_type": "PreForeclosure",
      "recording_date": 1758844800000,
      "lender_name": "Coastal Community Bank",
      "foreclosure_type": "NOD",
      "auction_opening_bid": 0,
      "borrower_name_owner": "Davis, Myrtelina",
      "trustee_name": "Sokolof Remtulla",
      "trustee_address": {},
      "trustee_phone": "8885226214",
      "trustee_reference_number": "2025-00922",
      "lender_address": {},
      "lender_phone": "8885226214",
      "foreclosure_instrument_number": "202500114066",
      "ordering_date": "2025-09-26",
      "is_sale": false
    },
    {
      "transaction_type": "Finance",
      "recording_date": -2240524800000,
      "mortgage1_recording_date": 1705363200000,
      "grantee1_party_relationship": "Individual(s)",
      "grantee1_name": "Myrtelina Davis",
      "deed_type": "Mortgage",
      "document_number": "",
      "mortgage1_amount": 50000,
      "lender_name": "Coastal Community Bank",
      "loan_type": "Line Of Credit",
      "ordering_date": "2024-01-16",
      "is_sale": false
    },
    {
      "transaction_type": "PreForeclosure",
      "recording_date": 1630627200000,
      "lender_name": "Reverse Mortgage Solutions Inc",
      "foreclosure_type": "NOD",
      "auction_opening_bid": 0,
      "borrower_name_owner": "Davis, Myrtalina L",
      "trustee_name": "National Default Svcng Corp",
      "trustee_address": {},
      "trustee_phone": "6022646101",
      "trustee_reference_number": "21-00183-RM-CA",
      "lender_address": {},
      "lender_phone": "6022646101",
      "foreclosure_instrument_number": "202100168587",
      "ordering_date": "2021-09-03",
      "is_sale": false
    },
    {
      "transaction_type": "Finance",
      "mortgage1_recording_date": 1470700800000,
      "grantee1_name": "Myrtalina L Davis",
      "deed_type": "Mortgage",
      "document_number": "0000104679",
      "mortgage1_amount": 7504,
      "lender_name": "Miscellaneous Govt Agcy",
      "ordering_date": "2016-08-09",
      "is_sale": false
    },
    {
      "transaction_type": "TrusteeSale",
      "is_ownership_change": true,
      "recording_date": 1464134400000,
      "lender_name": "Reverse Mortgage Solutions Inc",
      "foreclosure_type": "NTS",
      "auction_opening_bid": 177440,
      "auction_date": "2016-07-08 00:00:00.0",
      "auction_time": "10:00 AM",
      "auction_address": "1501 Truxtun Avenue Bakersfield Ca",
      "borrower_name_owner": "Davis, Myrtalina L",
      "trustee_name": "T D Service Company",
      "trustee_address": {},
      "trustee_phone": "8889886736",
      "trustee_reference_number": "A548214 CA",
      "lender_address": {},
      "lender_phone": "8665035559",
      "foreclosure_instrument_number": "201600066987",
      "ordering_date": "2016-05-25",
      "is_sale": false
    },
    {
      "transaction_type": "PreForeclosure",
      "recording_date": 1456358400000,
      "lender_name": "Reverse Mortgage Solutions Inc",
      "foreclosure_type": "NOD",
      "auction_opening_bid": 0,
      "borrower_name_owner": "Davis, Myrtalina L",
      "trustee_name": "T.d. Service Company",
      "trustee_address": {},
      "trustee_phone": "7145438372",
      "trustee_reference_number": "A548214 CA",
      "lender_address": {},
      "lender_phone": "8665035559",
      "foreclosure_instrument_number": "201600023079",
      "ordering_date": "2016-02-25",
      "is_sale": false
    },
    {
      "transaction_type": "Finance",
      "recording_date": -2240524800000,
      "mortgage1_recording_date": 1364428800000,
      "grantee1_party_relationship": "Widow Or Widower",
      "grantee1_name": "Myrtalina L Davis",
      "deed_type": "Mortgage",
      "document_number": "",
      "mortgage1_amount": 315000,
      "lender_name": "American Pacific Mortgage",
      "loan_type": "Reverse Mortgage",
      "ordering_date": "2013-03-28",
      "is_sale": false
    },
    {
      "transaction_type": "Finance",
      "mortgage1_recording_date": 1364428800000,
      "grantee1_name": "Myrtalina L Davis",
      "deed_type": "Mortgage",
      "document_number": "0000042844",
      "mortgage1_amount": 1,
      "lender_name": "Hud",
      "loan_type": "Fha",
      "ordering_date": "2013-03-28",
      "is_sale": false
    },
    {
      "transaction_type": "ForeclosureTransfer",
      "is_ownership_change": true,
      "recording_date": 1268265600000,
      "grantee1_name": "Sheila A Newman",
      "grantor1_name": "Reliable Trust Deed Svcs",
      "deed_type": "Trustees Deed",
      "document_number": "0000032430",
      "transfer_amount": 477604,
      "ordering_date": "2010-03-11",
      "is_sale": false
    },
    {
      "transaction_type": "Transfer",
      "is_ownership_change": true,
      "recording_date": 1142208000000,
      "mortgage1_recording_date": 1142208000000,
      "grantee1_name": "William R Quinn",
      "grantor1_name": "Southern California Jewish Ctr",
      "deed_type": "Grant Deed",
      "document_number": "0000059364",
      "transfer_amount": 25000,
      "mortgage1_amount": 330000,
      "lender_name": "Newman",
      "ordering_date": "2006-03-13",
      "is_sale": true,
      "square_feet": 2425
    }
  ],
  "rental_avm": null,
  "property_debt": {
    "forecasted_amount_owed": 350584,
    "loans": [
      {
        "position": 1,
        "lender_name": "AMERICAN PACIFIC MORTGAGE",
        "original_loan_amount": 315000,
        "origination_date": "2013-03-28",
        "loan_document_number": "0000042843",
        "missed_payment_count": 0,
        "forecasted_amount_owed": 302716
      },
      {
        "position": 2,
        "loan_type": "LINE OF CREDIT",
        "lender_name": "COASTAL COMMUNITY BANK",
        "original_loan_amount": 50000,
        "origination_date": "2024-01-16",
        "loan_document_number": "0000005057",
        "loan_interest_rate_type": "AdjustableRate",
        "missed_payment_count": 0,
        "forecasted_amount_owed": 47868
      }
    ]
  },
  "foreclosure_contact": {
    "defendant_name": "Davis, Myrtelina",
    "trustee": "Sokolof Remtulla",
    "trustee_phone_number": "8885226214",
    "trustee_reference_number": "2025-00922",
    "foreclosure_lender": "Coastal Community Bank",
    "foreclosure_case_number": "202500114066",
    "foreclosure_book_page": "",
    "foreclosure_lender_phone": "8885226214",
    "defendant_address": {
      "house_number": "2302",
      "street_name": "PO BOX",
      "street_address": "PO BOX 2302",
      "city": "CALIFORNIA CITY",
      "state": "CA",
      "zip_code": "93504"
    },
    "trustee_address": {
      "street_address": "2301 Dupont Dr",
      "city": "Irvine",
      "state": "CA",
      "zip_code": "92612"
    },
    "foreclosure_lender_address": {
      "house_number": "2301",
      "street_name": "Dupont",
      "street_address": "2301 DUPONT DR",
      "city": "Irvine",
      "state": "CA",
      "zip_code": "92614"
    }
  },
  "ownership": {
    "owner1_name": "DAVIS MYRTALINA L",
    "ownership_type": "INDIVIDUAL",
    "purchase_price": 100000,
    "purchase_date": "2011-07-01",
    "years_owned": 15.07,
    "owner_mailing_address": {
      "house_number": "2302",
      "street_name": "PO BOX",
      "street_address": "PO BOX 2302",
      "city": "CALIFORNIA CITY",
      "state": "CA",
      "zip_code": "93504"
    }
  },
  "design": {
    "has_cooling_type": true,
    "has_heating_type": true,
    "heating_type": "Central",
    "has_fuel_type": true,
    "fuel_type": "Solar",
    "has_basement_type": false,
    "has_flooring_type": false,
    "has_fireplace_type": true,
    "has_water_utility": false,
    "has_sewer_utility": false,
    "num_stories": 1,
    "parking": [
      {
        "parking_type": "Garage, Attached",
        "num_cars": 4
      }
    ],
    "has_deck": false,
    "has_patio": false,
    "has_porch": true,
    "has_stoop": false,
    "has_breezeway": false,
    "has_fence": false,
    "has_pool": false
  },
  "avm_history": [
    {
      "valuation_date": 1779840000000,
      "estimated_value": 363893
    },
    {
      "valuation_date": 1776556800000,
      "estimated_value": 338490
    },
    {
      "valuation_date": 1773360000000,
      "estimated_value": 311600
    },
    {
      "valuation_date": 1770940800000,
      "estimated_value": 368700
    },
    {
      "valuation_date": 1768435200000,
      "estimated_value": 406000
    },
    {
      "valuation_date": 1765497600000,
      "estimated_value": 412000
    },
    {
      "valuation_date": 1763078400000,
      "estimated_value": 436900
    },
    {
      "valuation_date": 1760659200000,
      "estimated_value": 450000
    },
    {
      "valuation_date": 1757635200000,
      "estimated_value": 164500
    },
    {
      "valuation_date": 1755216000000,
      "estimated_value": 164900
    },
    {
      "valuation_date": 1752796800000,
      "estimated_value": 587400
    },
    {
      "valuation_date": 1749772800000,
      "estimated_value": 563100
    },
    {
      "valuation_date": 1747353600000,
      "estimated_value": 385300
    },
    {
      "valuation_date": 1745193600000,
      "estimated_value": 364400
    }
  ],
  "photo_keys": [],
  "image_urls": [],
  "bing_photo_url": "https://dudtfne5hk5fn.cloudfront.net/property-card-fallback_SRPD.webp",
  "median_home_price_histories": [
    {
      "price": 289900,
      "month": "2026-06"
    },
    {
      "price": 287500,
      "month": "2026-05"
    },
    {
      "price": 285000,
      "month": "2026-04"
    },
    {
      "price": 285000,
      "month": "2026-03"
    },
    {
      "price": 285000,
      "month": "2026-02"
    },
    {
      "price": 287000,
      "month": "2026-01"
    },
    {
      "price": 287000,
      "month": "2025-12"
    },
    {
      "price": 287000,
      "month": "2025-11"
    },
    {
      "price": 285000,
      "month": "2025-10"
    },
    {
      "price": 294999,
      "month": "2025-09"
    },
    {
      "price": 294949.5,
      "month": "2025-08"
    },
    {
      "price": 284950,
      "month": "2025-07"
    },
    {
      "price": 275000,
      "month": "2025-06"
    },
    {
      "price": 284000,
      "month": "2025-05"
    }
  ],
  "url_geo_part": "/ca/california-city/93505/9575-beachwood-ave-223296563",
  "pdp_url": "/p/beachwood-ave-california-city-ca-93505-223296563/"
}

Each scraped property returns a comprehensive record with 50+ fields organized by category:

Core Property Identification

Field	Meaning
Property ID	Unique RealtyTrac identifier for the property
Address	Full street address of the property
County	County where the property is located
Parcel	Parcel number (county assessor's identifier)
Lot	Lot number within the parcel
URL Geo Part	Geographic URL segment for the property
PDP URL	Property Detail Page full URL

Property Characteristics

Field	Meaning
Property Type	Category (e.g., Single Family, Multi-Family, Commercial)
Property Type Code	Standardized code for property classification
Year Built	Construction year or earliest recorded date
Building Sqft	Total livable square footage
Lot Sqft	Total land area in square feet
Number of Bedrooms	Bedroom count
Number of Bathrooms	Bathroom count
Design	Architectural style or design classification

Valuation & Financial Data

Field	Meaning
Estimated Value	Current automated valuation model (AVM) estimate
Price Per Sqft	Estimated price per square foot
Estimated Loan Amount	Estimated mortgage balance based on recent sales
Estimated Gross Profit	Estimated profit if property is sold at current valuation
Estimated Gross Profit Percent	Percentage gross profit on acquisition cost
Rental AVM	Estimated monthly rental value

Tax & Assessment Information

Field	Meaning
Annual Tax Amount	Annual property tax obligation
Tax Assessed Value	Official assessor's valuation for tax purposes
Tax Land Value	Land value portion of tax assessment
Tax History	Historical tax records and trends

Status & Timeline

Field	Meaning
Property Status	Current listing or property status
Occupancy Status	Whether property is owner-occupied, vacant, or rented
Status Start Date	When the current status began
Last Updated Date	Most recent data update timestamp
Recording Date	Official recording date of public records

Foreclosure Information

Field	Meaning
Foreclosure Create Date	When foreclosure proceedings began
Foreclosure Update Date	Latest foreclosure status update
Default Amount	Amount in default before foreclosure
Default Date	Date default occurred
NOD Document Number	Notice of Default document reference
Balance	Outstanding loan balance
Foreclosure Contact	Contact information for lender/trustee
Auction Alert	Scheduled auction date if applicable

Ownership & Contact

Field	Meaning
Ownership	Owner name(s) and property deed information

Transaction & Comparable Data

Field	Meaning
Sale History	Previous sale transactions and prices
Recently Sold Avg Price	Average price of recently sold comparable properties
Near By Recently Sold Properties	Comparable property sales data from surrounding area
Latest Updated Properties	Recently updated property records nearby
Transaction History	All recorded property transactions
AVM History	Historical valuation estimates over time
Median Home Price Histories	Median price trends for the neighborhood/ZIP code

Media & Images

Field	Meaning
Photo Keys	Photo reference identifiers
Image URLs	URLs to property photos stored on RealtyTrac
Bing Photo URL	Satellite/aerial photo from Bing Maps integration

Property Debt

Field	Meaning
Property Debt	Lien and mortgage information linked to the property

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How to Use

1. Locate property URLs — Browse RealtyTrac.com and open individual property detail pages. Copy the full URL (e.g., https://www.realtytrac.com/p/beachwood-ave-california-city-ca-93505-223296563/).

2. Prepare your list — Paste URLs into the urls array. You can add 1 or hundreds of properties.

3. Configure settings — Set max_items_per_url: 200 for standard extractions and ignore_url_failures: true to skip any failed URLs.

4. Run the scraper — Start the actor and monitor progress via the log console.

5. Download results — Export data as JSON, CSV, or Excel for analysis in spreadsheets, databases, or investment software.

Pro tips:

• Use geographic filters on RealtyTrac to generate bulk URL lists by county or ZIP code
• Pair foreclosure data with valuation trends to identify distressed investment opportunities
• Export to Excel and create pivot tables comparing valuations, tax amounts, and profit margins

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Use Cases & Business Value

• Investment analysis: Evaluate property profitability using valuation, loan estimates, and tax data
• Wholesaling sourcing: Identify off-market deals and motivated sellers via foreclosure and default data
• Market research: Analyze neighborhood trends using comparable sales and price histories
• Portfolio management: Track asset valuations and tax liabilities across multiple properties
• Due diligence: Verify ownership, titles, and transaction history before acquisition

The RealtyTrac Property Scraper transforms hours of manual property research into minutes, enabling data-driven investment decisions with confidence.

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Conclusion

The RealtyTrac Property Scraper unlocks the full potential of RealtyTrac's database, delivering structured property intelligence across 50+ critical fields. Whether you're evaluating a single deal or analyzing hundreds of properties, this scraper accelerates research and reveals opportunities that incomplete manual analysis misses. Start scraping today and transform property data into competitive advantage.