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Introduction

What does Inmuebles24 Property Search Scraper do?

Advanced Real Estate Data Extraction for Mexico Leading Property Platform

The Inmuebles24 Property Search Scraper operates as an intelligent automated data harvesting system designed specifically for Mexico most prominent real estate marketplace. This sophisticated tool functions like having a team of tireless market researchers working around the clock, continuously monitoring thousands of property listings across Mexico diverse real estate landscape and converting this valuable information into actionable business intelligence.

Core Features and Capabilities

Automated Property Data Mining

• Real-time web scraping technology that continuously monitors property listings across all major Mexico cities and states
• Intelligent data extraction that captures complete property profiles without manual intervention or human error
• Multi-property processing capability that handles thousands of listings simultaneously for comprehensive market coverage
• Automated data validation ensures accuracy and consistency across all extracted property information

Comprehensive Property Information Capture

• Essential property details: Current market prices, property dimensions, room configurations, and construction specifications
• Location intelligence: Precise coordinates, neighborhood characteristics, proximity to amenities, and transportation access
• Market analytics: Price-per-square-meter calculations, listing duration metrics, and historical pricing trends
• Visual documentation: Property images, floor plans, and virtual tour links for complete property visualization
• Contact information: Direct seller details, agent contacts, and inquiry management data

Structured Data Output and Integration

• JSON format export creates standardized, machine-readable data structures for seamless system integration
• Database-ready formatting eliminates manual data processing and ensures immediate compatibility with analytical platforms
• Multi-platform compatibility works effortlessly with Excel, Google Sheets, business intelligence software, and custom applications
• API-friendly structure enables direct integration with existing real estate management systems and CRM platforms

Geographic Coverage and Market Intelligence

Comprehensive Mexico Market Reach

• Major metropolitan areas: Complete coverage of São Paulo, Rio de Janeiro, Brasília, and other key urban centers
• Regional market analysis: Extensive data collection from emerging markets and secondary cities across Mexico
• Property type diversity: Residential apartments, houses, commercial properties, and investment opportunities
• Price range coverage: From affordable housing segments to luxury real estate markets

Strategic Business Intelligence Delivery

• Cross-market comparison tools enable analysis across different regions, property types, and price segments
• Investment opportunity identification through comprehensive market trend analysis and pricing pattern recognition
• Risk assessment support via market volatility analysis and property performance tracking
• Portfolio optimization insights for real estate investors and property management companies

This powerful automation tool transforms the traditionally time-intensive process of Mexico real estate research into an efficient, data-driven operation that delivers immediate results and actionable market intelligence for informed decision-making.

The information collected is included:

• Posting ID
• URL
• Posting Code
• Title
• Price Operation Types
• Expenses
• Main Features
• General Features
• Development Features
• Highlighted Features
• Flags Features
• Antiquity
• Publisher
• URL Logo
• Real Estate Type
• Units
• Publication
• Premier
• Slot
• Slot Color
• House Info
• Description Normalized
• Posting Location
• Visible Pictures
• Status
• Posting Type
• Whatsapp
• Modified Date

Input & Output

Example url: https://www.inmuebles24.com/inmuebles-en-venta-en-edo.-de-mexico.html

Example Screenshot of property list by query page:

Input Format

The scraper accepts configuration through a JSON object with several key parameters:

Scrape with URLs:

{
  "max_retries_per_url": 2, // Maximum number of retry attempts for each URL
  "proxy": { // Proxy configuration to avoid bot detection
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "MX" // Choose a country that matches your target data location
  },
  "max_items_per_url": 20, // Total number of items you want to scrape
  "urls": [ // Property listing page URLs to scrape
    "https://www.inmuebles24.com/inmuebles-en-venta-en-edo.-de-mexico.html",
    "https://www.inmuebles24.com/inmuebles-en-renta-en-cdmx.html"
  ],
  "ignore_url_failures": true // Continue scraping even if some URLs fail
}

The urls parameter: Add the URLs of the property list page urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list.

The ignore_url_failures parameter: If set to true, the scraper will continue running even if some URLs fail to be scraped after reaching the maximum number of retries. This ensures that one problematic URL doesn't stop your entire scraping job.

When you provide a list of URLs for scraping, all options in the "Scrape with search filters" section will be disabled. The system will only collect data from the URLs you specified.

Scrape with Search Filters:

{
  "max_retries_per_url": 2, // Maximum number of retry attempts for each search filter
  "proxy": { // Proxy configuration to avoid bot detection
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "MX" // Choose a country that matches your target data location
  },
  "max_items_per_url": 20, // Total number of items you want to scrape
  "keyword": "ciudad de mexico", // Search keyword to find properties
  "property_type": "departamentos", // Filter by property type
  "operation_type": "venta", // Filter by operation type
  "published_date": "1-semana", // Filter by published date
  "sort_by": "precio-ascendente", // Sort properties by specific criteria
  "page": 1 // Starting page number for search results
}

The keyword parameter: Enter the keyword to search for properties (e.g., "ciudad de mexico", "guadalajara", "monterrey", "polanco", "condesa").

The property_type parameter: Filter properties by type:

• "casas" - Casa (House)
• "departamentos" - Departamento (Apartment)
• "terrenos" - Terreno / Lote (Land/Lot)
• "casa-en-condominio" - Casa en condominio (House in condominium)
• "locales-comerciales" - Local comercial (Commercial space)
• "bodegas-comerciales" - Bodega comercial (Commercial warehouse)
• "casa-con-uso-de-suelo" - Casa uso de suelo (House with land use)
• "departamento-compartido" - Departamento compartido (Shared apartment)
• "desarrollo-horizontal" - Desarrollo horizontal (Horizontal development)
• "desarrollo-horizontal-vertical" - Desarrollo horizontal/vertical (Horizontal/vertical development)
• "desarrollo-vertical" - Desarrollo vertical (Vertical development)
• "duplex" - Dúplex (Duplex)
• "edificio" - Edificio (Building)
• "huerta" - Huerta (Orchard)
• "inmueble-productivo-urbano" - Inmueble productivo urbano (Urban productive property)
• "local-en-centro-comercial" - Local en centro comercial (Space in shopping mall)
• "nave-industrial" - Nave industrial (Industrial warehouse)
• "oficina" - Oficina (Office)
• "quinta" - Quinta (Estate)
• "rancho" - Rancho (Ranch)
• "terreno-comercial" - Terreno comercial (Commercial land)
• "terreno-industrial" - Terreno industrial (Industrial land)
• "villa" - Villa (Villa)

The operation_type parameter: Filter properties by operation type:

• "renta" - Rent
• "venta" - Buy
• "venta-incluir-comercializa-remates-publisher" - Auction
• "temporal-vacacional" - Temporary/Vacation

The published_date parameter: Filter properties by published date:

• "" - Any
• "2-dias" - Last 2 days
• "1-dia" - Last 1 day
• "1-semana" - Last 1 week
• "15-dias" - Last 15 days
• "1-mes" - Last 1 month
• "45-dias" - Last 45 days

The sort_by parameter: Sort properties by various criteria:

• "" - Relevance
• "precio-ascendente" - Price (low to high)
• "fechaonline-descendente" - Date (newest first)
• "precio-descendente" - Price (high to low)
• "visitas-descendente" - Views (high to low)
• "variacionporcentual-descendente" - Variation (high to low)
• "mejoresanunciantes-descendente" - Best sellers (high to low)

The page parameter: Specify the page number to start scraping from, useful for continuing interrupted scrapes or targeting specific result ranges.

When using search filters for scraping, you need to leave the urls field empty (or set it to null) in the "Scrape with URLs" configuration.

General Options:

The max_items_per_url parameter: Limits the number of properties extracted from each property list page or search results page. The default value is 20, providing a manageable batch size while allowing for comprehensive data collection.

The max_retries_per_url parameter: Sets the maximum number of retry attempts for each URL or search filters if the scrape is detected as a bot or the page fails to load. The default value is 2, providing a good balance between thoroughness and efficiency.

The proxy parameter: Proxy configuration is essential for maintaining anonymity and avoiding detection. The residential proxy option ensures that your scraping activities appear as legitimate browsing, reducing the risk of being blocked or rate-limited. You should choose a country that matches the location of the website you're scraping (e.g., Mexico/MX for inmuebles24.com).

Output:

You get the output from the Inmuebles24 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
  {
    "posting_id": "146519992",
    "url": "/propiedades/clasificado/alclapin-departamento-en-renta-146519992.html",
    "posting_code": "60QJTM",
    "title": "Departamento en Renta",
    "price_operation_types": [
      {
        "low_price_percentage": null,
        "operation_type": {
          "name": "Renta",
          "operation_type_id": "2"
        },
        "prices": [
          {
            "currency_id": "10",
            "amount": 25000,
            "formatted_amount": "25,000",
            "currency": "MN"
          }
        ]
      }
    ],
    "expenses": null,
    "main_features": {
      "c_f_t100": {
        "feature_id": "CFT100",
        "label": "Terreno",
        "measure": "m²",
        "value": "110",
        "icon": null,
        "feature_category_id": "CFC2"
      },
      "c_f_t101": {
        "feature_id": "CFT101",
        "label": "Superficie construída",
        "measure": "m²",
        "value": "110",
        "icon": null,
        "feature_category_id": "CFC2"
      },
      "c_f_t2": {
        "feature_id": "CFT2",
        "label": "Recámaras",
        "measure": null,
        "value": "3",
        "icon": null,
        "feature_category_id": "CFC1"
      },
      "c_f_t3": {
        "feature_id": "CFT3",
        "label": "Baños",
        "measure": null,
        "value": "2",
        "icon": null,
        "feature_category_id": "CFC1"
      },
      "c_f_t7": {
        "feature_id": "CFT7",
        "label": "Estacionamientos",
        "measure": null,
        "value": "2",
        "icon": null,
        "feature_category_id": "CFC1"
      },
      "c_f_t4": {
        "feature_id": "CFT4",
        "label": "Medio baño",
        "measure": null,
        "value": "1",
        "icon": null,
        "feature_category_id": "CFC1"
      },
      "c_f_t5": {
        "feature_id": "CFT5",
        "label": "Antigüedad",
        "measure": null,
        "value": "8",
        "icon": null,
        "feature_category_id": "CFC1"
      }
    },
    "general_features": {},
    "development_features": {},
    "highlighted_features": [],
    "flags_features": [],
    "antiquity": null,
    "publisher": {
      "publisher_id": "50238143",
      "name": "GRUPO DE ASESORES PROFESIONALES",
      "url": "/inmobiliarias/grupo-de-asesores-profesionales_50238143-inmuebles.html",
      "slot_filter_url": null,
      "url_logo": "https://img10.naventcdn.com/empresas/18/00/50/23/81/43/130x70/logo_grupo-de-asesores-profesionales_1691016092704.jpg",
      "publisher_type_id": "2",
      "url_chat": null,
      "license": null,
      "publisher_tags": [],
      "parent_publisher": null,
      "amount_posting_active": null,
      "partial_phone": null,
      "created_year": null,
      "premier": false,
      "slug": "",
      "publisher_statistics": null,
      "approved": false,
      "main_phone": null,
      "created_date": 1506312000000,
      "id_portal": "101",
      "quantity_posting_by_operation_type": null
    },
    "url_logo": null,
    "real_estate_type": {
      "name": "Departamentos",
      "real_estate_type_id": "2"
    },
    "units": [],
    "publication": null,
    "premier": false,
    "slot": null,
    "slot_color": null,
    "house_info": null,
    "description_normalized": "Hermoso departamento en una zona privilegiada cerca de Periférico. Con unos espacios amplios, con una dimensión de 110 metros. Tres recámaras, dos baños completos y un medio baño, cocina. Amplía, con elevador dos estacionamientos, Roof garden tercer piso. precio negociable",
    "posting_location": {
      "address": {
        "name": "Calle Veracruz Col Progreso Álvaro Obregón ",
        "visibility": "EXACT"
      },
      "location": {
        "location_id": "V1-D-203005056",
        "name": "Progreso",
        "label": "ZONA",
        "depth": 3,
        "parent": {
          "location_id": "V1-C-512",
          "name": "Alvaro Obregón",
          "label": "CIUDAD",
          "depth": 2,
          "parent": {
            "location_id": "V1-B-69",
            "name": "Ciudad de México",
            "label": "PROVINCIA",
            "depth": 1,
            "parent": {
              "location_id": "V1-A-18",
              "name": "Mexico",
              "label": "PAIS",
              "depth": 0,
              "parent": null,
              "acronym": null
            },
            "acronym": "CDMX"
          },
          "acronym": null
        },
        "acronym": null
      },
      "posting_geolocation": null
    },
    "visible_pictures": {
      "pictures": [
        {
          "multimedia_type_id": "2",
          "order": 1,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995560.jpg?isFirstImage=true",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995560.jpg?isFirstImage=true",
          "url130x70": null,
          "title": "Departamento de 3 habitaciones, Alvaro Obregón · Departamento en Renta"
        },
        {
          "multimedia_type_id": "2",
          "order": 2,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995553.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995553.jpg",
          "url130x70": null,
          "title": "Departamento en Renta de 3 habitaciones Progreso"
        },
        {
          "multimedia_type_id": "2",
          "order": 3,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995555.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995555.jpg",
          "url130x70": null,
          "title": "Hermoso departamento en una zona privilegiada cerca de Periférico \nCon unos espa"
        },
        {
          "multimedia_type_id": "2",
          "order": 4,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995558.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995558.jpg",
          "url130x70": null,
          "title": "Departamento Renta 110m² de 3 habitaciones"
        },
        {
          "multimedia_type_id": "2",
          "order": 5,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995557.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995557.jpg",
          "url130x70": null,
          "title": "Departamento 110m² Renta Progreso"
        },
        {
          "multimedia_type_id": "2",
          "order": 6,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995549.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995549.jpg",
          "url130x70": null,
          "title": "Departamento 110m² Renta Progreso"
        },
        {
          "multimedia_type_id": "2",
          "order": 7,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995547.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995547.jpg",
          "url130x70": null,
          "title": "Departamento de 3 habitaciones Renta MN 25,000"
        },
        {
          "multimedia_type_id": "2",
          "order": 8,
          "height": 4000,
          "width": 3000,
          "url730x532": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/720x532/1533995552.jpg",
          "url360x266": "https://img10.naventcdn.com/avisos/18/01/46/51/99/92/360x266/1533995552.jpg",
          "url130x70": null,
          "title": "Departamento · 110m² · 3 Recámaras · 2 Estacionamientos - GRUPO DE ASESORES PROFESIONALES"
        }
      ],
      "additional_pictures_count": 8
    },
    "status": "ONLINE",
    "posting_type": "PROPERTY",
    "whatsapp": "52 5543288380",
    "modified_date": "2025-06-23T00:00:00-0400",
    "from_url": "https://www.inmuebles24.com/departamentos-en-renta-en-progreso.html"
  }, // ... Many other property details
]

How can I use the data extracted from Inmuebles24 with Inmuebles24 Property Search Scraper?

💙 Increase Brand Awareness: Leverage comprehensive property performance data to identify which neighborhoods, property types, and price ranges generate the highest engagement, positioning your real estate brand alongside trending markets for maximum visibility.

📈 Analyze Upcoming Trends and Influences: Monitor property price fluctuations, neighborhood development patterns, and seller activity across different Mexico regions to anticipate market shifts and adjust investment strategies before competitors recognize these trends.

🔬 Get Data for Research and Testing: Utilize extensive property datasets to test hypotheses about optimal pricing strategies, identify undervalued neighborhoods, and analyze correlations between property features and market performance in Mexico diverse real estate landscape.

⭐ Count and Score Authentic Property Reviews: Systematically analyze genuine buyer and renter feedback to understand satisfaction drivers, identify common property issues, and validate market sentiment with concrete data rather than speculation.

🪧 Plan Commercial Campaigns: Design targeted marketing initiatives using real property performance data, pricing insights, and buyer behavior patterns to create campaigns that resonate with specific market segments across Inmuebles24 and other platforms.

📚 Simplify Market Research and Marketing Campaigns: Replace time-consuming manual property research with automated data collection that provides comprehensive market intelligence, enabling you to focus on strategy development rather than data gathering.

📋 Get Perfectly Matched Marketing Leads: Identify high-value prospects by analyzing property search patterns, price preferences, and location interests, enabling personalized outreach campaigns that target buyers and sellers with properties matching their demonstrated preferences.

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Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Inmuebles24 Property Search Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.