Carrefour.com.ar Products Search Scraper: Extract Argentine Retail Market Data

Excerpt: Scrape product listings from Carrefour Argentina's e-commerce platform. Extract prices, brands, categories, SKU specifications, inventory data, and promotional information. Ideal for price monitoring, competitive intelligence, market research, and retail analytics in the Argentine market.

Understanding Carrefour Argentina and Its Market Significance

Carrefour Argentina operates as one of the country's leading supermarket chains with extensive online presence. The platform offers thousands of products across groceries, household goods, electronics, and more, making it a critical data source for understanding Argentine consumer markets, pricing dynamics, and retail trends.

The e-commerce platform captures real-time pricing, promotional campaigns, stock availability, and product specifications. For businesses operating in Argentina or analyzing LATAM markets, this data provides insights into local pricing strategies, product availability, seasonal trends, and competitive positioning. Currency fluctuations and inflation make Argentine retail data particularly valuable for tracking price evolution.

Manual product data collection across multiple categories and pages requires extensive time investment. This scraper automates the extraction process, converting search result pages into structured datasets ready for price monitoring, market analysis, or inventory management.

What This Scraper Extracts and Target Users

The Carrefour.com.ar Products Search Scraper processes product search and category pages, extracting multiple items per page. It captures comprehensive product information including identification, pricing, categorization, and technical specifications.

Key Data Extracted:

Product identifiers (ID, reference, cache ID), names, descriptions, and brands enable product tracking and catalog management. Pricing data includes full price ranges with currency information—critical for monitoring Argentine peso price fluctuations. Category hierarchies and cluster information reveal product organization and merchandising strategies.

SKU specifications, specification groups, and properties provide technical details for comparison shopping and product matching. Item-level data includes variants, sizes, and availability. Release dates track new product launches. Delivery promise badges indicate shipping capabilities and premium services.

Target Users:

Price Intelligence Companies monitor Carrefour pricing across categories to provide competitive intelligence to retailers and manufacturers. E-commerce Businesses track competitor assortment, pricing strategies, and promotional patterns in the Argentine market. Market Research Firms analyze consumer product availability, pricing trends, and category evolution. Manufacturers and Suppliers monitor how their products are positioned, priced, and promoted on Carrefour's platform. Financial Analysts studying Argentine retail sector track pricing, product mix, and promotional intensity as economic indicators.

Input Configuration: Targeting Product Search Pages

The scraper processes Carrefour search result and category pages where multiple products are displayed, not individual product detail pages.

Example Input:

{
  "proxy": {
    "useApifyProxy": false
  },
  "max_items_per_url": 20,
  "ignore_url_failures": true,
  "urls": [
    "https://www.carrefour.com.ar/Panaderia/Panificados?order=&page=2"
  ]
}

Example Screenshot:

Parameter Details:

proxy configuration: Set useApifyProxy: false if proxies aren't required. For large-scale scraping or avoiding rate limits, enable residential proxies with Argentina country selection to mimic local traffic patterns.

max_items_per_url: Controls products extracted per page. Carrefour typically displays 20-40 products per page. Setting this to 20 captures standard pages; increase to 50-100 for comprehensive extraction across multiple pages.

ignore_url_failures: Set true when scraping multiple category URLs—prevents single failures from stopping entire runs. Essential for systematic catalog scraping.

urls array: Contains product search or category page URLs. Format: https://www.carrefour.com.ar/[Category]/[Subcategory]?order=&page=[N]. Build URL lists by navigating categories on Carrefour and copying URLs, incrementing page numbers for pagination.

URL Construction Tips: Test category URLs manually first to verify they return desired products. Note that Carrefour's URL structure includes category hierarchy—respect this structure when building URLs. The order parameter can be modified for price sorting (order=OrderByPriceASC or OrderByPriceDESC).

Complete Output Structure: Field Definitions and Applications

Advertisement: Boolean flag indicating if the product is a paid/promoted listing. Purpose: Identifying sponsored products, analyzing promotional spending, filtering organic vs. paid results.

Cache ID: Internal caching identifier. Purpose: Technical tracking, debugging data freshness issues.

Product ID: Unique numeric identifier for each product in Carrefour's system. Purpose: Primary database key, tracking products over time, linking to other datasets, avoiding duplicates.

Description: Full product description text including details, usage, ingredients, or features. Purpose: Content for product pages, keyword analysis, understanding product positioning, consumer information extraction.

Product Name: Display name of the product as shown to customers. Purpose: Primary search field, product identification, trend analysis of naming conventions.

Product Reference: SKU or reference code used internally by Carrefour. Purpose: Inventory management, supplier coordination, matching products across systems.

Link Text: Anchor text used in product links. Purpose: SEO analysis, understanding how products are described for navigation.

Brand: Manufacturer or brand name. Purpose: Brand performance analysis, filtering by manufacturer, tracking brand presence and market share.

Brand ID: Numeric identifier for the brand. Purpose: Database relationships, brand-level aggregations, tracking brand portfolio changes.

Link: Direct URL to the product detail page. Purpose: Accessing full product information, verification, creating product catalogs with working links.

Categories: Array of category names showing product classification hierarchy. Purpose: Category performance analysis, product organization, filtering by department or aisle.

Category ID: Numeric identifier for the category. Purpose: Database relationships, category-level analytics, tracking category structure changes.

Release Date: When product was added to the platform. Purpose: New product tracking, seasonal launch analysis, identifying freshness of catalog.

Price Range: Object containing minimum and maximum prices with currency (ARS - Argentine Peso). Purpose: Price monitoring, competitive analysis, tracking inflation impact, identifying multi-variant pricing.

Specification Groups: Organized technical specifications by category (e.g., dimensions, weight, materials). Purpose: Detailed product comparison, filtering by technical attributes, quality assessment.

SKU Specifications: Variant-specific specifications for products with multiple options (sizes, colors, flavors). Purpose: Understanding product variations, inventory management at SKU level, pricing variance analysis.

Product Clusters: Groups products belong to (promotions, collections, seasonal items). Purpose: Merchandising strategy analysis, identifying promotional groupings, seasonal trend tracking.

Cluster Highlights: Featured attributes of product clusters. Purpose: Understanding marketing emphasis, identifying value propositions, promotional messaging analysis.

Properties: Additional product attributes and metadata. Purpose: Enhanced filtering, attribute-based analysis, product classification.

Items: Array of product variants with individual IDs, prices, and availability. Purpose: Variant-level inventory tracking, understanding stock across sizes/options, price variance by variant.

Selected Properties: Currently filtered or selected variant attributes. Purpose: Understanding user navigation state, tracking popular variant selections.

Rule: Pricing or promotional rules applied to the product. Purpose: Understanding discount logic, promotional mechanics, price optimization strategies.

Delivery Promises Badges: Shipping service indicators (express delivery, same-day, pickup). Purpose: Logistics capability assessment, premium service identification, delivery competitiveness analysis.

Specification: Combined specification data. Purpose: Comprehensive product technical details for databases or comparison tools.

Sample Output:

[
  {
  "advertisement": null,
  "cache_id": "sp-716485-none",
  "product_id": "716485",
  "description": "El pan Lactal es nuestro pan clásico que acompaña tu mesa desde hace mas de 100 años.<br/><br/>Pan con salvado chico.<br/><br/>Harina de trigo 000*, agua, salvado de trigo, levadura, azúcar, aceite vegetal, gluten de trigo, sal, cloruro de potasio, suero de leche en polvo, conservadores: INS 282, INS 200, regulador de acidez: INS 270, mejorador de la harina: INS 300, aromatizantes naturales. CONTIENE DERIVADOS DE TRIGO Y DE LECHE. PUEDE CONTENER SOJA, AVENA, DERIVADOS DE CEBADA Y DE CENTENO. (*) Harina de trigo enriquecida según Ley N° 25.630 con: hierro (30 mg/kg); ácido fólico (2,2 mg/kg); tiamina B1 (6,3 mg/kg); riboflavina B2 (1,3 mg/kg); niacina (13 mg/kg).<br/>",
  "product_name": "Pan salvado Lactal 330 grs",
  "product_reference": "716485",
  "link_text": "pan-salvado-lactal-330-grs-716485",
  "brand": "Lactal",
  "brand_id": 2001256,
  "link": "/pan-salvado-lactal-330-grs-716485/p",
  "categories": [
    "/Panadería/Panificados/Panes lacteados y de mesa/",
    "/Panadería/Panificados/",
    "/Panadería/"
  ],
  "category_id": "341",
  "release_date": "1678924800000",
  "price_range": {
    "selling_price": {
      "high_price": 3380,
      "low_price": 3380,
      "__typename": "PriceRange"
    },
    "list_price": {
      "high_price": 3380,
      "low_price": 3380,
      "__typename": "PriceRange"
    },
    "__typename": "ProductPriceRange"
  },
  "specification_groups": [
    {
      "name": "Precio x Unidad",
      "original_name": "Precio x Unidad",
      "specifications": [
        {
          "name": "Precio x unidad",
          "original_name": "Precio x unidad",
          "values": [
            "($10,242.42 x 1 K.)"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "Especificaciones Default",
      "original_name": "Especificaciones Default",
      "specifications": [
        {
          "name": "Tipo de producto",
          "original_name": "Tipo de producto",
          "values": [
            "Pan de salvado"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "Especificaciones Genesix",
      "original_name": "Especificaciones Genesix",
      "specifications": [
        {
          "name": "Estado por Tienda",
          "original_name": "Estado por Tienda",
          "values": [
            "0"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Sección",
          "original_name": "EC_Sección",
          "values": [
            "P.A.S."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Familia",
          "original_name": "EC_Familia",
          "values": [
            "PAN INDUSTRIAL"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Código Marca",
          "original_name": "Código Marca",
          "values": [
            "P00434"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Cantidad máxima permitida para Compra Inmediata",
          "original_name": "Cantidad máxima permitida para Compra Inmediata",
          "values": [
            "8"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Estado por Compañía",
          "original_name": "Estado por Compañía",
          "values": [
            "S"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Precio Cuidado",
          "original_name": "Precio Cuidado",
          "values": [
            "false"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Status 900",
          "original_name": "Status 900",
          "values": [
            "SI"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Código sumarizado",
          "original_name": "EC_Código sumarizado",
          "values": [
            "1   5  07  00  04"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Fraccionable",
          "original_name": "Fraccionable",
          "values": [
            "false"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Cantidad Maxima Permitida",
          "original_name": "Cantidad Maxima Permitida",
          "values": [
            "8"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Descripción Genexis",
          "original_name": "Descripción Genexis",
          "values": [
            "PAN DE SALVADO LACTAL BOLSA X 330 GRS"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Categoría",
          "original_name": "EC_Categoría",
          "values": [
            "N"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Madre ó Relacionado",
          "original_name": "Madre ó Relacionado",
          "values": [
            "S"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Sector",
          "original_name": "EC_Sector",
          "values": [
            "P.G.C."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Huella Natural",
          "original_name": "Huella Natural",
          "values": [
            "false"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Accesibilidad",
          "original_name": "Accesibilidad",
          "values": [
            "N"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Subfamilia",
          "original_name": "EC_Subfamilia",
          "values": [
            "PAN DE SALVADO"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Fecha ultima novedad",
          "original_name": "Fecha ultima novedad",
          "values": [
            "2025 Dec 18 01:19:36"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Grupo",
          "original_name": "EC_Grupo",
          "values": [
            "PANIFICADOS-REPOSTERIA"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Unidad de Necesidad",
          "original_name": "Unidad de Necesidad",
          "values": [
            "PAN DE SALVADO"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Saludable",
          "original_name": "Saludable",
          "values": [
            "true"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EAN",
          "original_name": "EAN",
          "values": [
            "7793890258776"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Envase Código",
          "original_name": "Envase Código",
          "values": [
            "9"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Envase Tipo",
          "original_name": "Envase Tipo",
          "values": [
            "BOLSA"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Etiqueta por Balanza",
          "original_name": "Etiqueta por Balanza",
          "values": [
            "N"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Marca Gnx",
          "original_name": "Marca Gnx",
          "values": [
            "LACTAL"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "País código",
          "original_name": "País código",
          "values": [
            "1"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Proveedor Razón Social",
          "original_name": "Proveedor Razón Social",
          "values": [
            "COMPANIA DE ALIMENTOS FARGO S.A"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Proveedor Código última compra",
          "original_name": "Proveedor Código última compra",
          "values": [
            "7903"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Cantidad Inicial de Compra",
          "original_name": "Cantidad Inicial de Compra",
          "values": [
            "1"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Fecha alta",
          "original_name": "Fecha alta",
          "values": [
            "22022023"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "País de origen",
          "original_name": "País de origen",
          "values": [
            "Argentina"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "Condiciones Venta",
      "original_name": "Condiciones Venta",
      "specifications": [
        {
          "name": "Surtido Modalidad Venta",
          "original_name": "Surtido Modalidad Venta",
          "values": [
            "Seller"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Mostrar especificaciones tecnicas",
          "original_name": "Mostrar especificaciones tecnicas",
          "values": [
            "Si"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "Impuestos",
      "original_name": "Impuestos",
      "specifications": [
        {
          "name": "IVA",
          "original_name": "IVA",
          "values": [
            "21"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "III",
          "original_name": "III",
          "values": [
            "0"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "IIN",
          "original_name": "IIN",
          "values": [
            "No"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "Gramaje leyenda Mostrar",
      "original_name": "Gramaje leyenda Mostrar",
      "specifications": [
        {
          "name": "Gramaje leyenda Mostrar",
          "original_name": "Gramaje leyenda Mostrar",
          "values": [
            "SI"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "Genesix Vtex",
      "original_name": "Genesix Vtex",
      "specifications": [
        {
          "name": "Gramaje leyenda de conversión",
          "original_name": "Gramaje leyenda de conversión",
          "values": [
            "1 K."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje descripción de medida",
          "original_name": "Gramaje descripción de medida",
          "values": [
            "Gramos - a 1 Kg."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje factor de conversión",
          "original_name": "Gramaje factor de conversión",
          "values": [
            "0.00100000"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje de unidad de consumo",
          "original_name": "Gramaje de unidad de consumo",
          "values": [
            "330.00"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje de unidad de medida",
          "original_name": "Gramaje de unidad de medida",
          "values": [
            "GRM"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "leyDeGondolas",
      "original_name": "leyDeGondolas",
      "specifications": [
        {
          "name": "pricePerUnit",
          "original_name": "pricePerUnit",
          "values": [],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    },
    {
      "name": "allSpecifications",
      "original_name": "allSpecifications",
      "specifications": [
        {
          "name": "Estado por Tienda",
          "original_name": "Estado por Tienda",
          "values": [
            "0"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Sección",
          "original_name": "EC_Sección",
          "values": [
            "P.A.S."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Familia",
          "original_name": "EC_Familia",
          "values": [
            "PAN INDUSTRIAL"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Código Marca",
          "original_name": "Código Marca",
          "values": [
            "P00434"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Cantidad máxima permitida para Compra Inmediata",
          "original_name": "Cantidad máxima permitida para Compra Inmediata",
          "values": [
            "8"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Estado por Compañía",
          "original_name": "Estado por Compañía",
          "values": [
            "S"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Precio Cuidado",
          "original_name": "Precio Cuidado",
          "values": [
            "false"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Status 900",
          "original_name": "Status 900",
          "values": [
            "SI"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Código sumarizado",
          "original_name": "EC_Código sumarizado",
          "values": [
            "1   5  07  00  04"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Fraccionable",
          "original_name": "Fraccionable",
          "values": [
            "false"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Cantidad Maxima Permitida",
          "original_name": "Cantidad Maxima Permitida",
          "values": [
            "8"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Descripción Genexis",
          "original_name": "Descripción Genexis",
          "values": [
            "PAN DE SALVADO LACTAL BOLSA X 330 GRS"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Categoría",
          "original_name": "EC_Categoría",
          "values": [
            "N"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Madre ó Relacionado",
          "original_name": "Madre ó Relacionado",
          "values": [
            "S"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Sector",
          "original_name": "EC_Sector",
          "values": [
            "P.G.C."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Huella Natural",
          "original_name": "Huella Natural",
          "values": [
            "false"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Accesibilidad",
          "original_name": "Accesibilidad",
          "values": [
            "N"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Subfamilia",
          "original_name": "EC_Subfamilia",
          "values": [
            "PAN DE SALVADO"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Fecha ultima novedad",
          "original_name": "Fecha ultima novedad",
          "values": [
            "2025 Dec 18 01:19:36"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EC_Grupo",
          "original_name": "EC_Grupo",
          "values": [
            "PANIFICADOS-REPOSTERIA"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Unidad de Necesidad",
          "original_name": "Unidad de Necesidad",
          "values": [
            "PAN DE SALVADO"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Saludable",
          "original_name": "Saludable",
          "values": [
            "true"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "EAN",
          "original_name": "EAN",
          "values": [
            "7793890258776"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Envase Código",
          "original_name": "Envase Código",
          "values": [
            "9"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Envase Tipo",
          "original_name": "Envase Tipo",
          "values": [
            "BOLSA"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Etiqueta por Balanza",
          "original_name": "Etiqueta por Balanza",
          "values": [
            "N"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Marca Gnx",
          "original_name": "Marca Gnx",
          "values": [
            "LACTAL"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "País código",
          "original_name": "País código",
          "values": [
            "1"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Proveedor Razón Social",
          "original_name": "Proveedor Razón Social",
          "values": [
            "COMPANIA DE ALIMENTOS FARGO S.A"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Proveedor Código última compra",
          "original_name": "Proveedor Código última compra",
          "values": [
            "7903"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Cantidad Inicial de Compra",
          "original_name": "Cantidad Inicial de Compra",
          "values": [
            "1"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Fecha alta",
          "original_name": "Fecha alta",
          "values": [
            "22022023"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "País de origen",
          "original_name": "País de origen",
          "values": [
            "Argentina"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Tipo de producto",
          "original_name": "Tipo de producto",
          "values": [
            "Pan de salvado"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Precio x unidad",
          "original_name": "Precio x unidad",
          "values": [
            "($10,242.42 x 1 K.)"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje leyenda Mostrar",
          "original_name": "Gramaje leyenda Mostrar",
          "values": [
            "SI"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje leyenda de conversión",
          "original_name": "Gramaje leyenda de conversión",
          "values": [
            "1 K."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje descripción de medida",
          "original_name": "Gramaje descripción de medida",
          "values": [
            "Gramos - a 1 Kg."
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje factor de conversión",
          "original_name": "Gramaje factor de conversión",
          "values": [
            "0.00100000"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje de unidad de consumo",
          "original_name": "Gramaje de unidad de consumo",
          "values": [
            "330.00"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Gramaje de unidad de medida",
          "original_name": "Gramaje de unidad de medida",
          "values": [
            "GRM"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Surtido Modalidad Venta",
          "original_name": "Surtido Modalidad Venta",
          "values": [
            "Seller"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "Mostrar especificaciones tecnicas",
          "original_name": "Mostrar especificaciones tecnicas",
          "values": [
            "Si"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "pricePerUnit",
          "original_name": "pricePerUnit",
          "values": [],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "IVA",
          "original_name": "IVA",
          "values": [
            "21"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "III",
          "original_name": "III",
          "values": [
            "0"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "IIN",
          "original_name": "IIN",
          "values": [
            "No"
          ],
          "__typename": "SpecificationGroupProperty"
        },
        {
          "name": "sellerId",
          "original_name": "sellerId",
          "values": [
            "1"
          ],
          "__typename": "SpecificationGroupProperty"
        }
      ],
      "__typename": "SpecificationGroup"
    }
  ],
  "sku_specifications": [
    {
      "field": {
        "name": "pricePerUnit",
        "original_name": "pricePerUnit",
        "__typename": "SKUSpecificationField"
      },
      "values": [
        {
          "name": "10242.42",
          "original_name": "10242.42",
          "__typename": "SKUSpecificationValue"
        }
      ],
      "__typename": "SkuSpecification"
    }
  ],
  "product_clusters": [
    {
      "id": "17751",
      "name": "Desayunos y meriendas",
      "__typename": "ProductClusters"
    },
    {
      "id": "19876",
      "name": "AS - 20 A 28 MAYO - 2do al 50%",
      "__typename": "ProductClusters"
    },
    {
      "id": "20514",
      "name": "AS FOOD -  2do al 50% en productos seleccionados de Gaseosas, Cervezas, Arroz , Galletitas",
      "__typename": "ProductClusters"
    },
    {
      "id": "21136",
      "name": "AS FOOD 22.07 AL 28.07 - 25 % de descuento",
      "__typename": "ProductClusters"
    },
    {
      "id": "21765",
      "name": "AS FOOD - 19/08 al 25/08",
      "__typename": "ProductClusters"
    },
    {
      "id": "22308",
      "name": "2 do al 50% / 2 do al 70% plus bsf en productos seleccionados de Gaseosas, Quesos, Mantecas, Panes,",
      "__typename": "ProductClusters"
    }
  ],
  "cluster_highlights": [],
  "properties": [
    {
      "name": "Estado por Tienda",
      "values": [
        "0"
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Sección",
      "values": [
        "P.A.S."
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Familia",
      "values": [
        "PAN INDUSTRIAL"
      ],
      "__typename": "Property"
    },
    {
      "name": "Código Marca",
      "values": [
        "P00434"
      ],
      "__typename": "Property"
    },
    {
      "name": "Cantidad máxima permitida para Compra Inmediata",
      "values": [
        "8"
      ],
      "__typename": "Property"
    },
    {
      "name": "Estado por Compañía",
      "values": [
        "S"
      ],
      "__typename": "Property"
    },
    {
      "name": "Precio Cuidado",
      "values": [
        "false"
      ],
      "__typename": "Property"
    },
    {
      "name": "Status 900",
      "values": [
        "SI"
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Código sumarizado",
      "values": [
        "1   5  07  00  04"
      ],
      "__typename": "Property"
    },
    {
      "name": "Fraccionable",
      "values": [
        "false"
      ],
      "__typename": "Property"
    },
    {
      "name": "Cantidad Maxima Permitida",
      "values": [
        "8"
      ],
      "__typename": "Property"
    },
    {
      "name": "Descripción Genexis",
      "values": [
        "PAN DE SALVADO LACTAL BOLSA X 330 GRS"
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Categoría",
      "values": [
        "N"
      ],
      "__typename": "Property"
    },
    {
      "name": "Madre ó Relacionado",
      "values": [
        "S"
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Sector",
      "values": [
        "P.G.C."
      ],
      "__typename": "Property"
    },
    {
      "name": "Huella Natural",
      "values": [
        "false"
      ],
      "__typename": "Property"
    },
    {
      "name": "Accesibilidad",
      "values": [
        "N"
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Subfamilia",
      "values": [
        "PAN DE SALVADO"
      ],
      "__typename": "Property"
    },
    {
      "name": "Fecha ultima novedad",
      "values": [
        "2025 Dec 18 01:19:36"
      ],
      "__typename": "Property"
    },
    {
      "name": "EC_Grupo",
      "values": [
        "PANIFICADOS-REPOSTERIA"
      ],
      "__typename": "Property"
    },
    {
      "name": "Unidad de Necesidad",
      "values": [
        "PAN DE SALVADO"
      ],
      "__typename": "Property"
    },
    {
      "name": "Saludable",
      "values": [
        "true"
      ],
      "__typename": "Property"
    },
    {
      "name": "EAN",
      "values": [
        "7793890258776"
      ],
      "__typename": "Property"
    },
    {
      "name": "Envase Código",
      "values": [
        "9"
      ],
      "__typename": "Property"
    },
    {
      "name": "Envase Tipo",
      "values": [
        "BOLSA"
      ],
      "__typename": "Property"
    },
    {
      "name": "Etiqueta por Balanza",
      "values": [
        "N"
      ],
      "__typename": "Property"
    },
    {
      "name": "Marca Gnx",
      "values": [
        "LACTAL"
      ],
      "__typename": "Property"
    },
    {
      "name": "País código",
      "values": [
        "1"
      ],
      "__typename": "Property"
    },
    {
      "name": "Proveedor Razón Social",
      "values": [
        "COMPANIA DE ALIMENTOS FARGO S.A"
      ],
      "__typename": "Property"
    },
    {
      "name": "Proveedor Código última compra",
      "values": [
        "7903"
      ],
      "__typename": "Property"
    },
    {
      "name": "Cantidad Inicial de Compra",
      "values": [
        "1"
      ],
      "__typename": "Property"
    },
    {
      "name": "Fecha alta",
      "values": [
        "22022023"
      ],
      "__typename": "Property"
    },
    {
      "name": "País de origen",
      "values": [
        "Argentina"
      ],
      "__typename": "Property"
    },
    {
      "name": "Tipo de producto",
      "values": [
        "Pan de salvado"
      ],
      "__typename": "Property"
    },
    {
      "name": "Precio x unidad",
      "values": [
        "($10,242.42 x 1 K.)"
      ],
      "__typename": "Property"
    },
    {
      "name": "Gramaje leyenda Mostrar",
      "values": [
        "SI"
      ],
      "__typename": "Property"
    },
    {
      "name": "Gramaje leyenda de conversión",
      "values": [
        "1 K."
      ],
      "__typename": "Property"
    },
    {
      "name": "Gramaje descripción de medida",
      "values": [
        "Gramos - a 1 Kg."
      ],
      "__typename": "Property"
    },
    {
      "name": "Gramaje factor de conversión",
      "values": [
        "0.00100000"
      ],
      "__typename": "Property"
    },
    {
      "name": "Gramaje de unidad de consumo",
      "values": [
        "330.00"
      ],
      "__typename": "Property"
    },
    {
      "name": "Gramaje de unidad de medida",
      "values": [
        "GRM"
      ],
      "__typename": "Property"
    },
    {
      "name": "Surtido Modalidad Venta",
      "values": [
        "Seller"
      ],
      "__typename": "Property"
    },
    {
      "name": "Mostrar especificaciones tecnicas",
      "values": [
        "Si"
      ],
      "__typename": "Property"
    },
    {
      "name": "pricePerUnit",
      "values": [],
      "__typename": "Property"
    },
    {
      "name": "IVA",
      "values": [
        "21"
      ],
      "__typename": "Property"
    },
    {
      "name": "III",
      "values": [
        "0"
      ],
      "__typename": "Property"
    },
    {
      "name": "IIN",
      "values": [
        "No"
      ],
      "__typename": "Property"
    },
    {
      "name": "sellerId",
      "values": [
        "1"
      ],
      "__typename": "Property"
    }
  ],
  "items": [
    {
      "item_id": "126921",
      "name": "Pan salvado Lactal 330 grs",
      "name_complete": "Pan salvado Lactal 330 grs",
      "complement_name": "",
      "ean": "7793890258776",
      "variations": [],
      "reference_id": [
        {
          "key": "RefId",
          "value": "7793890258776",
          "__typename": "Reference"
        }
      ],
      "measurement_unit": "un",
      "unit_multiplier": 1,
      "images": [
        {
          "cache_id": "670144",
          "image_id": "670144",
          "image_label": "",
          "image_tag": "",
          "image_url": "https://carrefourar.vtexassets.com/arquivos/ids/670144/7793890258776_01.jpg?v=638851768248870000",
          "image_text": "",
          "__typename": "Image"
        },
        {
          "cache_id": "670145",
          "image_id": "670145",
          "image_label": "",
          "image_tag": "",
          "image_url": "https://carrefourar.vtexassets.com/arquivos/ids/670145/7793890258776_02.jpg?v=638851768248900000",
          "image_text": "",
          "__typename": "Image"
        },
        {
          "cache_id": "670146",
          "image_id": "670146",
          "image_label": "",
          "image_tag": "",
          "image_url": "https://carrefourar.vtexassets.com/arquivos/ids/670146/7793890258776_03.jpg?v=638851768248970000",
          "image_text": "",
          "__typename": "Image"
        },
        {
          "cache_id": "670147",
          "image_id": "670147",
          "image_label": "",
          "image_tag": "",
          "image_url": "https://carrefourar.vtexassets.com/arquivos/ids/670147/7793890258776_04.jpg?v=638851768249000000",
          "image_text": "",
          "__typename": "Image"
        }
      ],
      "sellers": [
        {
          "seller_id": "1",
          "seller_name": "CARREFOUR",
          "seller_default": true,
          "commertial_offer": {
            "discount_highlights": [],
            "teasers": [
              {
                "name": "Tarjeta Carrefour 15%",
                "conditions": {
                  "minimum_quantity": 0,
                  "parameters": [
                    {
                      "name": "RestrictionsBins",
                      "value": "507858,858110,858111,585274,538156,520225,539958,527061,898989",
                      "__typename": "TeaserValue"
                    }
                  ],
                  "__typename": "TeaserCondition"
                },
                "effects": {
                  "parameters": [
                    {
                      "name": "PercentualDiscount",
                      "value": "15",
                      "__typename": "TeaserValue"
                    }
                  ],
                  "__typename": "TeaserEffects"
                },
                "__typename": "Teaser"
              },
              {
                "name": "Tarjeta Carrefour 20% Off",
                "conditions": {
                  "minimum_quantity": 0,
                  "parameters": [
                    {
                      "name": "RestrictionsBins",
                      "value": "507858,858110,858111,585274,223364,538156,520225,539958,527061,898989",
                      "__typename": "TeaserValue"
                    }
                  ],
                  "__typename": "TeaserCondition"
                },
                "effects": {
                  "parameters": [
                    {
                      "name": "PercentualDiscount",
                      "value": "20",
                      "__typename": "TeaserValue"
                    }
                  ],
                  "__typename": "TeaserEffects"
                },
                "__typename": "Teaser"
              }
            ],
            "price": 3380,
            "list_price": 3380,
            "tax": 0,
            "tax_percentage": 0,
            "spot_price": 3380,
            "price_without_discount": 3380,
            "reward_value": 0,
            "price_valid_until": "2026-12-30T18:08:09Z",
            "available_quantity": 10000,
            "installments": [
              {
                "value": 1126.66,
                "interest_rate": 0,
                "total_value_plus_interest_rate": 3380,
                "number_of_installments": 3,
                "name": "Tarjeta Carrefour Mastercard 3 vezes sem juros",
                "payment_system_name": "Tarjeta Carrefour Mastercard",
                "__typename": "Installment"
              }
            ],
            "__typename": "Offer"
          },
          "__typename": "Seller"
        }
      ],
      "__typename": "SKU"
    }
  ],
  "selected_properties": null,
  "rule": null,
  "delivery_promises_badges": null,
  "specification": null,
  "from_url": "https://www.carrefour.com.ar/Panaderia/Panificados?order=&page=2"
}
]

Implementation Guide

1. Identify Target Categories: Determine which product categories to scrape (groceries, electronics, household). Navigate Carrefour's site to explore category structure and product density.

2. Build URL Collection: Copy category and subcategory URLs. For comprehensive extraction, include pagination URLs by incrementing the page parameter. Organize URLs by category for structured datasets.

3. Configure Input: Create JSON with URL list. Adjust max_items_per_url based on needs—20 for testing, 50+ for full page extraction. Enable ignore_url_failures for robust multi-URL scraping.

4. Execute Scraper: Launch through Apify console. Monitor real-time progress. Processing 10 pages with 20 products each typically completes in 3-5 minutes depending on network conditions.

5. Review Output: Check dataset preview for completeness. Verify prices are in ARS, brands are populated, and categories are correct. Identify any systematic data gaps.

6. Export Data: Choose format based on use case—JSON for databases, CSV for Excel analysis. Filter by categories, brands, or price ranges as needed.

7. Handle Pagination: For large categories spanning many pages, either include all page URLs in one run or set max_items_per_url high enough to trigger automatic pagination handling.

Common Issues: Ensure URLs are category/search pages, not product detail pages. Carrefour may change URL structures—validate URLs return expected product lists. Empty results may indicate unavailable categories or expired promotional pages.

Strategic Applications for Retail Intelligence

Dynamic Price Monitoring: Track price changes across products over time, especially valuable given Argentine inflation. Identify pricing patterns, promotional cycles, and competitive price movements. Monitor how ARS devaluation affects product pricing velocity.

Competitive Assortment Analysis: Compare Carrefour's product selection against other retailers. Identify exclusive products, category depth, and merchandising strategies. Track new product introductions and discontinued items.

Promotional Intelligence: Cluster data and delivery badges reveal promotional strategies. Analyze promotion frequency by category, identify heavily promoted brands, and understand seasonal campaign patterns.

Brand Performance Tracking: Monitor brand presence, pricing positioning, and promotional support across categories. Manufacturers can assess their shelf presence and promotional investment effectiveness.

Inflation Impact Analysis: Given Argentina's economic volatility, historical price data provides inflation tracking at product level. Identify which categories experience highest price volatility and which remain stable.

Inventory Availability Patterns: Item availability data reveals stock management strategies. Identify frequently out-of-stock products, understand replenishment cycles, and assess supply chain efficiency.

Category Growth Tracking: Release dates show new product velocity by category. Identify expanding categories and stagnant segments, signaling consumer demand shifts.

Data Optimization Best Practices

Scheduled Scraping: Run weekly scrapes for price monitoring, daily for high-priority competitive products. Store historical data to analyze trends—critical in inflationary environments where prices change frequently.

Category Segmentation: Scrape by category for cleaner datasets. Create separate runs for grocery vs. electronics vs. household goods. This enables category-specific analysis and reduces data processing complexity.

Currency Tracking: Always store scrape timestamp with price data. ARS/USD exchange rates fluctuate significantly—timestamp enables converting ARS prices to USD for international comparisons.

Quality Validation: Implement checks for missing critical fields (price, product name, brand). Flag anomalous prices (orders of magnitude different from previous scrapes) for verification.

Data Enrichment: Combine Carrefour data with other Argentine retailers (Disco, Coto) for comprehensive market view. Cross-reference with official inflation indices to contextualize price changes.

Competitor Comparison: Scrape same product categories from multiple retailers simultaneously. Use product names and brands to match items across platforms for direct price comparison.

Rate Limiting Respect: Space out large scraping runs over several hours. Avoid overwhelming Carrefour's servers during peak shopping hours (evenings, weekends).

Conclusion

The Carrefour.com.ar Products Search Scraper provides essential intelligence into one of Argentina's largest retail platforms. From real-time pricing in a volatile currency environment to comprehensive product assortment analysis, this tool delivers actionable data for price intelligence, competitive analysis, and market research in the Argentine retail sector. Start extracting Argentine retail insights today.