PPartnersGroup Property Search Scraper: Automate Real Estate Data Collection

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What Is PPartnersGroup?

PPartnersGroup is a prominent real estate marketplace connecting property sellers, agents, and buyers across Latin America. The platform aggregates thousands of residential and commercial property listings with detailed descriptions, pricing, images, and agent contact information. Manual extraction of property data from search results is repetitive and error-prone — the PPartnersGroup Property Search Scraper automates this workflow, delivering complete property records in structured format.

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Overview

The PPartnersGroup Property Search Scraper extracts comprehensive property listings from search result pages, converting unstructured web content into clean, machine-readable records. It is designed for:

• Real estate analysts tracking market trends and pricing patterns
• Property aggregators feeding data into multi-listing platforms
• Market researchers studying inventory and availability across regions
• Investment firms monitoring market opportunities at scale
• Developers building property comparison tools or listing databases

The scraper handles pagination, supports customizable result limits, and gracefully manages failed URLs, making it reliable for large-scale collection campaigns.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://ppartnersgroup.com/en-cl/search/venta/todas/?currencyId=UF&featured=false&sort=default&page=10"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters

Parameter	Type	Description
urls	Array	Links to PPartnersGroup property search pages. Include full URLs with filters (e.g., operation type, region, currency, pagination).
max_items_per_url	Integer	Maximum listings extracted per URL (default: 20, max: 200). Useful for controlling dataset size on large result sets.
ignore_url_failures	Boolean	If true, the scraper continues running if some URLs fail. Set to true for batch operations to avoid interruptions.

URL Structure Explained

PPartnersGroup search URLs follow this pattern:

https://ppartnersgroup.com/{language}/{region}/search/{operation}/{property-type}/?filters

• language: Language code (e.g., en for English)
• region: Target region (e.g., cl for Chile)
• operation: venta (sale), arriendo (rental)
• property-type: todas (all), casas (houses), departamentos (apartments)
• filters: Optional parameters like currencyId, featured, sort, page

Tip: Start with page 1 and incrementally increase the page parameter to scrape multiple pages of results.

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Output Format

Sample output

{
  "external_id": "WF16040",
  "crm_id": 103112,
  "type": {
    "code": "office"
  },
  "operation": {
    "code": "sell"
  },
  "title": "Estupenda oficina 30 m2 en Estoril Las Condes. Estacionamiento. La mejor orientación en moderno edificio. ",
  "description": "WF16040\n\nGran ubicación en Las Condes - Estoril, sector consolidado de oficinas profesionales. Próxima a la futura estación del Metro Línea 7, acceso cercano a Costanera Norte, a Kennedy, Vitacura, etc.  Orientación Oriente: la mejor del edificio. Oficina 30 m2 más estacionamiento.\n\nEdificio moderno y de alto estándar, ideal para profesionales, start ups, consultas médicas.  Incluye Estacionamiento.\n\nSuperficie 30 m2\n\nDistribución\nRecepción o espacio para co work.  Bien iluminada.\n2 Oficinas amplias.\n1 Baño\nKitchenette\n1 Estacionamiento\n",
  "images": [
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-36dcf33dc2e1e1240f4ac8c46de72c89_1781026631147_whatsapp-image-2026-06-09-at-10551-pmjpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-766ff4f0d68f089fe40d01f24ea1e46e_1781026631149_whatsapp-image-2026-06-09-at-10553-pm-4jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-ec8af9f7a2ff4f46146a1348567570a1_1781026631148_whatsapp-image-2026-06-09-at-10552-pm-3jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-b6c58bba1b9f27c65681efb2c02c86f5_1781026631153_whatsapp-image-2026-06-09-at-10553-pm-13jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-7dec4cec91cebdbc61f5dfe011187f5c_1781026631154_whatsapp-image-2026-06-09-at-10553-pm-15jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-9972a77fdc67fb1c1a4b000a0592f5a3_1781026631151_whatsapp-image-2026-06-09-at-10553-pm-7jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-0c2ba272a685373f3ab74a7ce199c9b1_1781026631148_whatsapp-image-2026-06-09-at-10552-pmjpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-5fd3cb939e354ded37b9f635faa08183_1781026631151_whatsapp-image-2026-06-09-at-10553-pm-8jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-005421c4f36aa8a404c4c6c8670cb787_1781026631146_foto-cambio-1jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-49eb9dbd85b5cf770fce5d550ba3f631_1781026631147_whatsapp-image-2026-06-09-at-10552-pm-2jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-f01287d1808474b4043847d9cbf485f7_1781026631152_whatsapp-image-2026-06-09-at-10553-pm-10jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-90bb1b8d3193cf018e6931069ccff64b_1781026631153_whatsapp-image-2026-06-09-at-10553-pm-12jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-4ed61c47332b0ce0c964349b00adb6fd_1781026631151_whatsapp-image-2026-06-09-at-10553-pm-9jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-7e7dcb9d4b59bf434e7a690d91f3749b_1781026631148_whatsapp-image-2026-06-09-at-10553-pm-1jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-5d8d457642c1b6e59368e064d69be4cd_1781026631154_whatsapp-image-2026-06-09-at-10553-pm-16jpeg.jpg",
    "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-46de23708e2d5e576d4c4063627037be_1781026631153_whatsapp-image-2026-06-09-at-10553-pm-14jpeg.jpg"
  ],
  "tags": [],
  "marketing_tags": [],
  "price": 3650,
  "price_min": 3650,
  "price_max": 3650,
  "expenses": 171000,
  "expenses_currency_id": "CLP",
  "currency_id": "UF",
  "price_type": "TOTAL",
  "offer_price": 0,
  "price_usd": 150964,
  "exclusive": false,
  "exclusive_data": {},
  "featured": true,
  "location": {
    "country_id": "CL",
    "type": "Point",
    "coordinates": [
      -70.532,
      -33.383
    ],
    "name": "Estoril",
    "full_name": "Estoril, Las Condes, Región Metropolitana",
    "key_name": "cl/region-metropolitana/las-condes/estoril",
    "key_names": [
      "cl/region-metropolitana",
      "cl/region-metropolitana/las-condes/estoril",
      "cl/region-metropolitana/las-condes"
    ]
  },
  "map_image_url_desktop": "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-MAP-DESKTOPb3923a63509593c147fcaac377884328_1781026555516.png",
  "map_image_url_mobile": "https://ppartnersgroupstorage.blob.core.windows.net/property-files/PP-MAP-MOBILE188a78cd0d9970ee77efa38cc17d9d06_1781026555966.png",
  "features": {
    "age": 2019,
    "lot_size": null,
    "lot_size_min": null,
    "lot_size_max": null,
    "build_size": 30,
    "build_size_min": 30,
    "build_size_max": 30,
    "condominium_fees": 100000,
    "condominium_fees_currency_id": "USD",
    "display_condominium_fees": false,
    "display_expenses": false,
    "covered_space": 30,
    "covered_space_min": 30,
    "covered_space_max": 30,
    "bedrooms": 2,
    "bedrooms_min": 2,
    "bedrooms_max": 2,
    "bathrooms": 1,
    "bathrooms_min": 1,
    "bathrooms_max": 1,
    "plot_depth": null,
    "plot_frontage": null,
    "apartments_per_floor": null,
    "orientation": {
      "id": "EAST",
      "meli": "O",
      "name": "Oriente"
    },
    "half_bathrooms": null,
    "service_bathrooms": null,
    "parkplaces": 1,
    "parkplaces_min": 1,
    "parkplaces_max": 1,
    "furnished": false,
    "floors": 10,
    "floor": 6,
    "warehouses": null,
    "warehouses_min": null,
    "warehouses_max": null,
    "others": [
      {
        "icon": "MdOutlineSecurity",
        "name": "Seguridad 24 horas"
      },
      {
        "icon": "MdOutlineElevator",
        "name": "Ascensor"
      },
      {
        "icon": "BsPersonSquare",
        "name": "Portero"
      }
    ]
  },
  "office": {
    "slug": "comercial",
    "external_id": 90,
    "name": "Comercial",
    "email": "comercial@ppartnersgroup.com",
    "phone": "‪56965834949‬",
    "whatsapp": "56965834949",
    "location": {
      "country_id": "CL",
      "country_alpha2": "CL",
      "address": "Américo Vespucio Norte 2700, Vitacura, Chile",
      "type": "Point",
      "coordinates": [
        -70.5943989,
        -33.3921632
      ]
    },
    "director_name": "Diego Hernán  Silva Robert | Chile",
    "director_email": "diego.silva@ppartnersgroup.com",
    "director_phone": "",
    "director_image_url": "https://ppartnersgroupstorage.blob.core.windows.net/crm-files/PP-681e484cd96585e790681b11072abd08_1747173522261_diego-silvajpg.jpg",
    "images": [
      "https://ppartnersgroupstorage.blob.core.windows.net/subsidiary-files/PP-b450f8bd689954bb6d1f5a2c565f2b01_1734448826552_img_8586jpg.jpg"
    ]
  },
  "agent": {
    "name": "Guillermo Javier Fauré Cañas | Chile",
    "email": "guillermo.faure@ppartnersgroup.com"
  },
  "status": {
    "code": "listed",
    "message": null
  },
  "keep_listed": false,
  "videos": [
    "https://youtu.be/G_vyZVWOM0s"
  ],
  "files": [],
  "updated_at": "2026-06-09T19:00:04.932Z",
  "published_at": "2026-06-09T18:50:06.761Z",
  "first_published_at": "2026-06-09T18:50:06.761Z",
  "sender": "crm",
  "origin": "crm",
  "commercial": 1,
  "quality_score": 3,
  "url_tour_3d": null,
  "slug": "estupenda-oficina-30-m2-en-estoril-las-condes-estacionamiento-la-mejor-orientacion-en-moderno-edificio",
  "created_at": "2026-06-09T19:00:04.932Z",
  "update_context": {
    "diff": [
      "privateDescription",
      "features.condominiumFees",
      "features.condominiumFeesCurrencyId"
    ],
    "revalidate_cache": true
  },
  "published_date": "2026-06-09T00:00:00.000Z",
  "display_currency_id": "UF",
  "display_price": 3650,
  "favorite": false,
  "from_url": "https://ppartnersgroup.com/en-cl/search/venta/todas/?currencyId=UF&featured=false&sort=default"
}

Each property record contains 40+ fields capturing comprehensive listing details:

Core Identification

Field	Meaning
ID	Unique internal database identifier for the property
External ID	Third-party identifier (if imported from external MLS)
CRM ID	Customer Relationship Management system ID
Slug	URL-friendly property identifier
URL	Direct link to the property listing page

Property Classification

Field	Meaning
Type	Property type (house, apartment, land, commercial, etc.)
Operation	Transaction type: venta (sale) or arriendo (rental)
Title	Property listing headline/name
Description	Full property description with features and details
Tags	Keywords/categories assigned to the property
Marketing Tags	Additional promotional labels
Commercial	Boolean flag indicating commercial vs. residential property

Pricing Information

Field	Meaning
Price	Listed price in the original currency
Price USD	Price converted to US dollars for standardization
Price Min	Minimum asking price (if negotiable range exists)
Price Max	Maximum asking price in negotiable listings
Currency ID	Original currency code (e.g., UF, CLP, USD)
Display Currency ID	Currency shown to end users
Display Price	Formatted price for display purposes
Price Type	Pricing model (fixed, negotiable, per-month, etc.)
Offer Price	Counter-offer or discounted price (if applicable)
Expenses	Monthly/annual maintenance costs or HOA fees
Expenses Currency ID	Currency of the expenses field

Media & Content

Field	Meaning
Images	Array of property images (photos, floor plans)
Videos	Video tour URLs and embedded content
Files	Downloadable documents (brochures, contracts)
Map Image URL Desktop	Desktop map thumbnail of property location
Map Image URL Mobile	Mobile-optimized map thumbnail
URL Tour 3D	Link to virtual 3D property tour (if available)

Location & Features

Field	Meaning
Location	Full address, neighborhood, and geographic details
Features	Property amenities (bedrooms, bathrooms, pool, garden, etc.)
Office	Real estate office/brokerage name
Agent	Listing agent details (name, contact, photo)

Status & Activity

Field	Meaning
Status	Current listing status (active, sold, pending, withdrawn)
Keep Listed	Whether to maintain listing visibility
Featured	Boolean indicating promoted/featured placement
Exclusive	Whether the property is listed exclusively by this agent
Exclusive Data	Additional exclusive listing metadata
Quality Score	Internal quality/completeness rating

Temporal Data

Field	Meaning
Created At	Timestamp when the listing was created
Updated At	Last modification timestamp
Published At	Date the listing became publicly visible
First Published At	Initial publication date
Published Date	Human-readable publication date

Administrative

Field	Meaning
Sender	User/agent who created the listing
Origin	Data source (direct entry, API, import, etc.)
Update Context	Reason or context for the last update
Favorite	Boolean indicating user favorites (if applicable)

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How to Use

1. Identify search URLs — Navigate PPartnersGroup, apply your desired filters (region, property type, operation), and copy the full search page URL.
2. Configure input — Paste URLs into the urls array. For multi-page scraping, create separate URLs for each page or use a loop structure.
3. Set item limits — Adjust max_items_per_url based on your needs (max 200 per URL for performance).
4. Enable error tolerance — Set ignore_url_failures: true to prevent interruptions if a single URL fails.
5. Execute the scraper — Start the job and monitor progress in the run log.
6. Export results — Download output as JSON, CSV, or Excel for analysis or integration.

Best practices:

• For large datasets, scrape multiple pages by querying each with a different page parameter
• Use max_items_per_url: 200 to maximize data collected per request
• Store the URL field to link scraped data back to original listings
• Cache results locally to avoid re-scraping identical pages

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Real-World Use Cases

• Market pricing analysis: Build price databases segmented by region, property type, and condition to identify trends
• Competitive intelligence: Monitor competitor listings, agents, and pricing strategies
• Investment pipeline: Create lead lists of properties matching investment criteria (price range, location, type)
• Multi-platform aggregation: Feed PPartnersGroup data into property search portals alongside other sources
• Academic research: Analyze real estate market dynamics, vacancy rates, and pricing patterns
• CRM integration: Pre-populate CRM systems with property and agent contact data for automated follow-up

The scraper transforms hours of manual copy-pasting into seconds of automated data collection, enabling faster decision-making and deeper market insights.

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Conclusion

The PPartnersGroup Property Search Scraper is an essential tool for real estate professionals and data-driven organizations. By automating property data extraction across 40+ fields, it unlocks competitive advantages in market research, investment analysis, and platform aggregation. Start scraping today to access property market intelligence that drives smarter decisions.