Ciencuadras Property Scraper: Extract Real Estate Listings Instantly

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What Is Ciencuadras.com?

Ciencuadras.com is Colombia's leading real estate marketplace, connecting buyers, sellers, and renters with thousands of residential and commercial properties nationwide. The platform hosts extensive listings with detailed descriptions, images, pricing, and agent contact information. Extracting this data manually is tedious and error-prone — the Ciencuadras Property Scraper automates collection, delivering structured property records ready for analysis, investment decisions, and market intelligence.

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Overview

The Ciencuadras Property Scraper crawls property listing pages and extracts comprehensive property records with 44+ fields covering location, pricing, features, and agent details. It is designed for:

• Real estate investors tracking market inventory and pricing trends
• Market researchers analyzing property supply by city, neighborhood, and type
• Aggregator platforms building unified real estate databases
• Data analysts conducting competitive and valuation studies
• Brokers monitoring competitor listings and market saturation

The scraper excels at handling large-scale collections with configurable item limits and graceful error handling.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.ciencuadras.com/venta"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field	Description
urls	Ciencuadras property list page URLs (e.g., searches, city filters, or listings pages)
max_items_per_url	Maximum properties extracted per URL (default: 20, max recommended: 200)
ignore_url_failures	If true, continues the run if a URL fails; if false, stops immediately

Tip: Use filtered Ciencuadras search URLs to target specific cities, neighborhoods, or property types (e.g., rent vs. sale).

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Output Format

Sample output

{
  "id": "3760294",
  "url": "/inmueble/apartamento-en-venta-en-santa-teresita-cali-3760294",
  "image": "https://www-img-cc.s3.amazonaws.com/inmuebles/images/3760294/aba_178095081142_plana.jpeg",
  "matterport": false,
  "image_360": null,
  "real_estate_type": "Apartamento",
  "offer_type": "Venta",
  "sale_price": 630000000,
  "rent_price": 1267000,
  "department": "Valle del Cauca",
  "city": "Cali",
  "locality": "Comuna 2",
  "locality_integrator": "Comuna 2",
  "neighborhood": "Santa Teresita",
  "neighborhood_integrator": "Santa Teresita",
  "area": "143",
  "rooms": "4",
  "baths": "4",
  "garages": "2",
  "code": "1005746-3760294",
  "coordinates": {
    "latitude": 3.449205,
    "longitude": -76.555626
  },
  "ascended": true,
  "ceee": "0",
  "created_at": "2026-06-08T15:32:17.000Z",
  "fair_housing": "0",
  "user_id": "1005746",
  "user_name": "Clara  Ramirez",
  "user_type": "Persona Natural",
  "private_area": "125.0",
  "show_card_area": "143.0",
  "contact_phone": "3152057516",
  "contact_whatsapp": "3152058516",
  "stratum": "6",
  "antiquity": "23",
  "gym": "0",
  "communal_pool": "0",
  "private_pool": "1",
  "offer": "0",
  "address": "Calle 14 Oeste # 2-45",
  "real_state_email": "familycvnn@gmail.com",
  "weight": "0.985124",
  "group": "1",
  "admin_value": 1267000,
  "market_reference_price": 0,
  "sort_order": "desc",
  "max_allowed_area": 999999999,
  "from_url": "https://www.ciencuadras.com/venta"
}

Each scraped property returns a comprehensive record with 44 fields across multiple categories:

Identification & Location

Field	Meaning
ID	Unique Ciencuadras property identifier
URL	Direct link to the property listing
Code	Internal property code assigned by agent/platform
Address	Full street address of the property
Coordinates	GPS latitude/longitude for mapping
Department	Colombian state/department (e.g., Bogotá D.C., Antioquia)
City	City or municipality
Locality	Administrative neighborhood division
Locality Integrator	Standardized locality identifier
Neighborhood	Specific neighborhood name
Neighborhood Integrator	Standardized neighborhood code

Property Type & Offer

Field	Meaning
Real Estate Type	Category: apartment, house, commercial, land, etc.
Offer Type	Lease, sale, or both
Sale Price	Listed sale price in local currency (COP)
Rent Price	Monthly rent price (if applicable)
Market Reference Price	Estimated market value for comparison
Admin Value	Administrative assessed value

Property Dimensions & Features

Field	Meaning
Area	Total usable square meters
Private Area	Private square meters (interior space)
Show Card Area	Display area shown in search results
Max Allowed Area	Maximum allowable floor area (zoning)
Rooms	Number of bedrooms
Baths	Number of bathrooms
Garages	Number of parking spaces
Antiquity	Property age/construction year
Stratum	Colombian socioeconomic classification (1-6)

Building Amenities

Field	Meaning
Gym	On-site fitness facility (boolean)
Communal Pool	Shared swimming pool (boolean)
Private Pool	Private property pool (boolean)
Ascended	Elevator availability (boolean)
CEEE	Specialized energy certification flag

Media

Field	Meaning
Image	Primary listing image URL
Matterport	3D virtual tour link (if available)
Image 360	360-degree panoramic image URL

Agent & Contact

Field	Meaning
User ID	Real estate agent's platform user ID
User Name	Agent's display name
User Type	Agent classification (individual, agency, etc.)
Contact Phone	Agent phone number
Contact WhatsApp	Agent WhatsApp number
Real State Email	Agent or agency email address

Listing Metadata

Field	Meaning
Created At	Date/time the listing was posted
Fair Housing	Compliance status with fair housing regulations
Offer	Promotional or special offer flag
Weight	Internal listing ranking weight
Group	Listing group or campaign identifier
Sort Order	Display ordering in search results

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How to Use

1. Find property list URLs — On Ciencuadras.com, apply filters (city, price, property type, rent/sale) and copy the search results URL.
2. Prepare the input — Paste URLs into the urls array. Set max_items_per_url (recommended: 50–200 for large extracts).
3. Configure options — Enable ignore_url_failures: true to handle blocking or temporary site issues without stopping.
4. Run the scraper — Start the actor from your dashboard.
5. Export data — Download results as JSON, CSV, or Excel for spreadsheets, analysis tools, or databases.

Best practices:

• Use specific search URLs to reduce noise (e.g., "rent apartments in Bogotá" vs. all listings).
• Higher max_items_per_url values may take longer but yield complete property coverage.
• Export to CSV for real estate spreadsheets or JSON for API integrations.

Common issues:

• If no properties are extracted, verify the URL is a property listing page, not a single property detail page.
• Ciencuadras may rate-limit aggressive scraping; use reasonable max_items_per_url values.

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Use Cases & Business Value

• Investment analysis: Build datasets to compare prices, features, and trends across neighborhoods
• Market intelligence: Track inventory changes, average prices, and listing velocity by location
• Automated aggregators: Populate portals with fresh Ciencuadras listings
• Valuation models: Collect comparable sales data for appraisals and feasibility studies
• Neighborhood research: Analyze rental supply, property types, and affordability by area

The scraper transforms hundreds of individual listings into clean, analyzable data — eliminating hours of manual work and enabling data-driven real estate decisions.

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Conclusion

The Ciencuadras Property Scraper is an essential tool for anyone doing serious real estate analysis in Colombia. With 44 data fields, reliable extraction, and flexible input options, it streamlines market research and listing aggregation. Start scraping today and unlock the insights hidden in Ciencuadras listings.