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Trulia.com Property Data Extraction Made Simple

Introduction

Trulia.com stands as one of America's leading real estate platforms, featuring over 1 million active MLS listings that provide comprehensive property information across the United States. For real estate professionals, investors, and market analysts, accessing this vast repository of property data manually can be time-consuming and inefficient. The Trulia.com Property Search Scraper addresses this challenge by automating the data extraction process, enabling users to gather structured property information at scale for market analysis, competitive research, and investment decision-making.

The real estate market moves quickly, and having timely access to property data can make the difference between securing profitable deals and missing opportunities. This scraper transforms the manual process of browsing through hundreds of listings into an automated workflow that delivers clean, structured data ready for analysis.

Scraper Overview

The Trulia.com Property Search Scraper is a powerful web automation tool designed to extract comprehensive property data from Trulia's extensive real estate database. Built to handle Trulia's robust search system with 35+ filters and custom keyword search capabilities, this scraper efficiently navigates through property listings and captures essential real estate information.

The scraper excels in handling large-scale data collection while maintaining data accuracy and consistency. It's engineered to work with Trulia's dynamic web interface, adapting to various property types including single-family homes, condominiums, townhouses, and rental properties. The tool is particularly valuable for real estate agents, property investors, market researchers, and data analysts who need reliable access to current market information.

Target users include real estate professionals conducting market analysis, investors identifying investment opportunities, researchers studying housing trends, and businesses requiring comprehensive property data for their applications or services.

Input and Output Specifications

Example url 1: https://www.trulia.com/GA/

Example url 2: https://www.trulia.com/GA/Marietta/

Example url 3: https://www.trulia.com/SC/

Example Screenshot of property list by query page:

Input Format

The scraper accepts JSON configuration that controls data collection parameters:

Input:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 20,
  "urls": [ // Links to property list by query pages.
    "https://www.trulia.com/GA/",
    "https://www.trulia.com/GA/Marietta/",
    "https://www.trulia.com/SC/"

  ]
}

Key Input Parameters:

• max_retries_per_url: Controls retry attempts for failed requests, ensuring data reliability
• proxy configuration: Implements residential proxy rotation to avoid detection and maintain consistent access
• max_items_per_url: Limits extraction volume per URL to manage processing time and resources
• urls array: Accepts Trulia search result pages, property listing pages, or location-specific URLs

Output Format

You get the output from the Trulia.com Property Search Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of property information
  {
    "id": "14375033_ZPID",
    "url": "/home/1123-cool-springs-dr-nw-kennesaw-ga-30144-14375033",
    "name": "Mark Spain Real Estate",
    "location": {
      "coordinates": {
        "latitude": 34.037918,
        "longitude": -84.66154,
        "__typename": "HOME_Coordinates"
      },
      "__typename": "HOME_Location",
      "city": "Kennesaw",
      "stateCode": "GA",
      "zipCode": "30144",
      "streetAddress": "1123 Cool Springs Dr NW",
      "fullLocation": "1123 Cool Springs Dr NW, Kennesaw, GA 30144",
      "partialLocation": "1123 Cool Springs Dr NW"
    },
    "tags": [],
    "image_urls": [
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/5d416eb16211160bfbea6c36c723f442-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/d5c2f56ba39e9be3c05d220b90849e5c-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/e669b1e2d15b5bdde4a1cfb08c0b76fc-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/d5f52b5ea1ec717eeee437096746a635-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/64b7dd176b5f162c0a536e341e9ce43f-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/8149ff8be63ffe16c3211ef257c81bcf-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/7922a46da24c816cb4456c9e682b0ede-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/e720c875883b91c95dc96a39bcb74bb8-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/8c28da7a94417fc92705267d29dd3bcc-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/0cdca4b2fe4f82a2c6b22c2a8a861dfa-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/d93f4016728b1f82c8a3bbcfb1d9763a-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/b870799054004ff3080d8303932f8702-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/24e733eb509d75535ff1b00de0bdd6a2-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/455df491017ae0094e3a766914ea622f-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/13fbbfa4c0e8a6a43d0200a86212af36-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/d01c74f0f2cfed0ca599eebf52d3ac48-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/d2aa22efb23ed656232cfbacd9098af2-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/df93209fd53a0a837dc929c6be13e240-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/c7d4eb09b4e012f4e6108bd4aaced5dc-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/b068640247bb56e973702d2d8ce0354b-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/7faf7488366d2e5e560eafb2f17f6517-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/a9d75657c4f922b4bb273a5fa802ee09-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/3cc6b5a0db5699bc7c78c9b092e89ced-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/e52ddccbeaae1c33c4ad58ce42410744-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/dbd2a3c2dba27ff452d4282d24422891-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/2eaf17bdfba80cb4fd67ef1a23121c6a-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/07f929596a6d9befb3b9a7c670986710-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/8d58ee055284bc693008936faff22eb5-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/c44ee584b2a3c82357b8054b6c42db28-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/f760171033260c31fab067f090cb80de-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/6ebdd208af672231be0969dc2203749e-full.jpg",
      "https://www.trulia.com/pictures/thumbs_4/zillowstatic/fp/6e9929cd2a1f22fbcf0521fa3a951e0c-full.jpg"
    ],
    "price": 420000.0,
    "currency": "$",
    "floor_space": "2,627 sqft",
    "lot_size": null,
    "bedrooms": "4bd",
    "bathrooms": "3ba",
    "date_listed": "2025-01-09T19:43:00+00:00"
  }, // ... Many other property details
]

The scraper delivers structured JSON data containing comprehensive property information:

Core Data Fields:

• ID: Unique property identifier from Trulia's system, essential for tracking and avoiding duplicates
• URL: Direct link to the property listing, enabling quick access for detailed review
• Name: Property title or address as displayed on Trulia, providing immediate identification
• Location: Comprehensive address including street, city, state, and ZIP code for geographic analysis
• Tags: Property categorization labels (e.g., "New Construction," "Recently Sold") indicating listing status
• Image URLs: Array of property photo links for visual analysis and marketing purposes
• Price: Current listing price or recent sale price, fundamental for market valuation
• Currency: Price denomination (typically USD), ensuring proper financial calculations
• Floor Space: Interior square footage, critical for price-per-square-foot analysis
• Lot Size: Property land area, important for development potential assessment
• Bedrooms: Number of bedrooms, key metric for property categorization
• Bathrooms: Number of bathrooms, essential for comparative market analysis
• Date Listed: Listing publication date, crucial for understanding market timing and inventory turnover

Each field serves specific analytical purposes: pricing data enables market trend analysis, property specifications support comparative assessments, and temporal data helps identify market dynamics.

Usage Instructions

Step 1: Configuration Setup Configure your scraper parameters based on your data collection needs. Set appropriate retry limits and select proxy locations matching your target market regions.

Step 2: URL Preparation Prepare Trulia URLs for the specific markets or property types you want to analyze. Use Trulia's search filters to create targeted result pages before adding URLs to your configuration.

Step 3: Execution Launch the scraper with your configured parameters. The tool will systematically process each URL, extract property data, and compile results into structured output files.

Best Practices:

• Use residential proxies to maintain consistent access and avoid rate limiting
• Start with smaller max_items_per_url values to test configuration before scaling up
• Monitor extraction progress and adjust retry settings based on network conditions
• Implement data validation checks to ensure output quality

Common Issues:

• Network timeouts: Increase retry limits and add delays between requests
• Missing data fields: Some properties may lack complete information; handle null values in your analysis
• Proxy rotation: Ensure proxy configuration matches your target geographic regions

Benefits and Applications

The Trulia.com Property Search Scraper delivers significant time savings by automating data collection that would otherwise require hours of manual browsing. Real estate professionals can conduct comprehensive market analysis across multiple neighborhoods simultaneously, enabling data-driven decision-making and competitive advantage.

Practical Applications:

• Market Research: Analyze pricing trends, inventory levels, and property characteristics across different markets
• Investment Analysis: Identify undervalued properties and emerging market opportunities
• Competitive Intelligence: Monitor competitor listings and pricing strategies
• Portfolio Management: Track property values and market conditions for existing investments

The business value extends beyond time savings to include improved data accuracy, comprehensive market coverage, and the ability to detect market trends and opportunities that manual research might miss.

Conclusion

The Trulia.com Property Search Scraper transforms real estate data collection from a time-intensive manual process into an efficient automated workflow. By providing structured access to Trulia's comprehensive property database, this tool empowers real estate professionals with the data insights needed for informed decision-making and competitive advantage.

Ready to streamline your real estate data collection? Deploy the Trulia.com Property Search Scraper and unlock the power of automated market intelligence for your real estate business.

Related Actors

• Trulia.com Propert Details Scraper: Your comprehensive tool for extracting valuable property information from Trulia.com's extensive real estate platform.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Trulia.com Property Search Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.