Mitula Property Search Scraper: Extract Real Estate Data Globally

---

What Is Mitula.com?

Mitula is a global real estate search platform operating across multiple countries, aggregating property listings for rent and sale. Each country has its own domain (e.g., casas.mitula.com.co for Colombia), featuring thousands of residential and commercial properties. Collecting this property data manually is labor-intensive — the Mitula Property Search Scraper automates extraction, delivering structured property records instantly.

---

Overview

The Mitula Property Scraper extracts detailed property listings from Mitula search results pages, transforming property data into clean, machine-readable records. It is ideal for:

• Real estate professionals tracking market trends and inventory
• Property investors analyzing regional markets and pricing patterns
• Data analysts building datasets for real estate intelligence
• Platform developers aggregating property data for comparison sites
• Market researchers studying housing availability across regions

The scraper handles multiple URLs, scales to hundreds of listings per page, and includes robust error handling via configurable failure tolerance.

---

Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://casas.mitula.com.co/casas/arriendo-st-antioquia?page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  }
}

Field	Description
urls	Array of Mitula property search result URLs (e.g., category pages with filters applied)
max_items_per_url	Maximum properties to extract per URL (e.g., 200 for large result sets)
ignore_url_failures	If true, scraper continues even if some URLs fail; if false, stops on error
proxy	Proxy configuration for reliable data collection without bot detection
proxy.apifyProxyCountry	Set to match the target country (e.g., CO for Colombia, ES for Spain)

Best Practice: Use Mitula URLs with filters already applied (location, price range, property type) to narrow results and reduce unnecessary data collection.

---

Output Format

Example Output:

{
  "listing_id": "24301-256-7424-ed57f1d61107-b0c2-19e1874-f43e",
  "source_id": 0,
  "position": 4,
  "agency": {
    "name": "SC Bienes Raices",
    "id": "019dff43-b74a-733e-8b6c-d609f21f8ccb"
  },
  "operations": [
    {
      "operation_type": "RENT",
      "price": {
        "value": 6800000,
        "currency": "COP"
      }
    }
  ],
  "property_type": "apartment",
  "location_ids": [
    {
      "id": "mitula-CO-distrito-0000134742",
      "level": "mitula-distrito"
    },
    {
      "id": "mitula-CO-poblacion-0000014158",
      "level": "mitula-poblacion"
    },
    {
      "id": "mitula-CO-provincia-0000213274",
      "level": "mitula-provincia"
    }
  ],
  "number_of_bathrooms": 4,
  "number_of_bedrooms": 4,
  "floor_area": 147,
  "points_of_interest": [],
  "image": "https://img.mitula.com/eyJidWNrZXQiOiJwcmQtbGlmdWxsY29ubmVjdC1iYWNrZW5kLWIyYi1pbWFnZXMiLCJrZXkiOiJpbmdlc3Rlci8wMTllMTc3NC1mMzNlLTczMjQtYWZjMi1lZDU3ZjFkNjEwMDcvOTZiYjM2ZjIzYzg3OGRkYWEyMTM1Y2UxMTBhMTRmMTg2NDhiMWM5YWIyMTM1ZWIwYjlkOTc0NjNhZjUxMDgxZi5qcGVnIiwiYnJhbmQiOiJtaXR1bGEiLCJlZGl0cyI6eyJyb3RhdGUiOm51bGwsInJlc2l6ZSI6eyJ3aWR0aCI6MzgwLCJoZWlnaHQiOjIzMCwiZml0IjoiY292ZXIifX19",
  "name": "Apartamento amplio en el Poblado los parra",
  "description": "Amplio apartamento en renta en El Poblado – Cerca a San Fernando Plaza ✨\nVive con comodidad y excelente ubicación en este exclusivo apartamento de 147 m², ubicado en piso 7, a pocos minutos de San Fernando Plaza. Cuenta con 3 habitaciones, todas con baño y Vestier; la habitación principal se destaca por su vestier doble. Además, dispone de baño social.\nSu zona social ofrece una sala comedor-amplia, espacio para estudio o sala de TV, cocina integral abierta, zona de ropas, y habitación con baño de servicio. Incluye parqueadero doble.\nLa unidad residencial ofrece excelentes zonas comunes: piscina para adultos y niños, gimnasio, salón social, parqueadero para visitantes y portería 24/7.\n\nUna opción ideal para quienes buscan amplitud, confort y una ubicación estratégica en El Poblado.",
  "number_of_bathrooms_total": 4,
  "address": {
    "@type": "PostalAddress",
    "address_region": "Antioquia",
    "address_locality": "Medellín",
    "street_address": "Calle 1b Sur #38-90, El Poblado, Medellín, Antioquia, Colombia",
    "address_country": {
      "@type": "Country",
      "name": "CO"
    }
  },
  "floor_size": {
    "@type": "QuantitativeValue",
    "value": "147",
    "unit_code": "MTK"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": "6.2019456",
    "longitude": "-75.5701562"
  },
  "from_url": "https://casas.mitula.com.co/casas/arriendo-st-antioquia"
}

Each scraped property returns a structured record with 17 core fields:

Core Identification

Field	Meaning
Listing ID	Unique identifier for the property listing within Mitula
Source ID	Internal source tracking identifier
Position	Position/ranking of the property on the search results page
Agency	Real estate agency or owner managing the listing

Property Characteristics

Field	Meaning
Property Type	Category of the property (e.g., apartment, house, land, commercial)
Number Of Bedrooms	Total count of bedrooms in the property
Number Of Bathrooms	Total count of bathrooms in the property
Number Of Bathrooms Total	Full bathroom count including half-baths
Floor Area	Living space in square meters or local units
Floor Size	Alternative field for property size measurement
Address	Street address of the property
Location IDs	Geographic location identifiers used by Mitula's system

Content & Media

Field	Meaning
Name	Property title or listing name as displayed
Description	Full text description of the property, features, and amenities
Image	URL to the primary property image or image gallery
Points Of Interest	Nearby landmarks, amenities, and facilities (schools, transit, shops)

Geolocation

Field	Meaning
Geo	Geographic coordinates (latitude/longitude) or geospatial data

Metadata

Field	Meaning
Operations	Listing operation type (e.g., rental, sale, exchange)

---

How to Use

1. Find search URLs — On Mitula, navigate to a property search page and apply filters (location, price, type). Copy the full URL.
2. Prepare your input — Paste URLs into the urls array. Adjust max_items_per_url based on expected result set size (e.g., 200 for large markets).
3. Configure proxy — Select the country code matching your target region for reliable collection and to avoid IP blocks.
4. Set error handling — Use ignore_url_failures: true for batch runs to handle occasional page issues gracefully.
5. Run the scraper — Start the actor and monitor progress in the logs.
6. Export data — Download results as JSON, CSV, or Excel for analysis in spreadsheets, databases, or BI tools.

Tips:

• Use narrower search filters (e.g., specific neighborhoods) to ensure high-quality results in fewer API calls.
• For multi-country scraping, run separate jobs per country to optimize proxy routing.
• Store Geo coordinates for map visualizations and distance-based analysis.

---

Use Cases & Business Value

• Market intelligence: Monitor property availability and pricing trends by location and type
• Investment analysis: Compare properties, identify opportunities, track price movements over time
• Property aggregation: Feed Mitula data into independent real estate platforms and comparison tools
• Academic research: Study housing markets, vacancy rates, and affordability across regions
• Lead generation: Build targeted property lists for real estate agents and investors

The Mitula Property Scraper transforms weeks of manual data collection into minutes, enabling data-driven real estate decisions at scale.

---

Conclusion

The Mitula Property Search Scraper is a powerful tool for anyone needing structured property data from global markets. With support for all country sites, flexible scaling, and detailed 17-field output, it unlocks competitive insights and accelerates real estate workflows. Start scraping today and transform property search data into actionable intelligence.