Sears.com.mx Product Scraper: Extract Retail Data from Mexico's Top Marketplace

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What Is Sears.com.mx?

Sears.com.mx is Mexico's leading online retail platform, offering electronics, home appliances, fashion, and general merchandise from major brands and third-party sellers. With millions of active product listings and dynamic pricing, manual data collection is inefficient. The Sears Product Search Scraper automates extraction of comprehensive product information, enabling businesses to monitor competitors, track pricing trends, and build product catalogs at scale.

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Overview

The Sears.com.mx Product Scraper extracts detailed product data from search result pages, delivering 30+ structured fields per item. It is ideal for:

• E-commerce analysts tracking price changes and inventory levels
• Price intelligence platforms monitoring competitor positioning
• Market researchers studying consumer electronics and appliance trends in Mexico
• Retailers benchmarking their offerings against Sears listings
• Aggregators building comprehensive product databases

Key features include support for paginated searches, flexible item limits, robust error handling, and rich metadata including reviews, seller information, and fulfillment details.

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Input Format

The scraper accepts a JSON configuration with three main parameters:

{
  "urls": [
    "https://www.sears.com.mx/resultados?query=tv&page=2",
    "https://www.sears.com.mx/resultados?query=laptop&page=1"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters Explained

Parameter	Type	Description	Example
urls	Array	Search result page URLs from Sears Mexico. Include the query term and page number.	"https://www.sears.com.mx/resultados?query=tv&page=2"
max_items_per_url	Integer	Maximum products to extract per page (1–200 recommended). Higher values may slow performance.	200
ignore_url_failures	Boolean	If true, skips failed pages and continues scraping. Prevents interruptions in bulk runs.	true

Tip: Use query= parameter with specific product keywords (e.g., tv, refrigerador, laptop) to target relevant searches. Pagination is handled via the page= parameter.

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Output Format

Sample output

{
  "title": "Funda para Control Remoto Roku Stick Insignia Roku tv y Sharp Roku tv",
  "ean": "CTL-130816-345",
  "sku": "CTL-130816-345",
  "brand": "ROKU",
  "price": 549.0,
  "sale_price": 339.0,
  "stock": 100,
  "is_active": true,
  "relevance_amount": 0,
  "relevance_sales": 0,
  "percent_off": 38,
  "description": "funda protector de silicona con correa para control remoto roku streaming.\r\n \r\n material: silicona\r\n compatible: para control remoto roku streaming.\r\n \r\n características: material antideslizante, a prueba de golpes, anticaídas, resistente al agua\r\n \r\n descripción:\r\n 1. diseñado con silicona para proteger tu control remoto del polvo y los arañazos no deseados.\r\n 2. fácil de usar y ligero apto para niños, pues proporciona la máxima protección, antideslizante, antipolvo, a prueba de golpes y lavable.\r\n 3. ajuste perfecto: el diseño delgado y ajustado de la carcasa protege tu control remoto a la perfección.\r\n 4. fácil de instalar: simplemente desliza tu control remoto roku streaming en la carcasa. ***Esta publicación no infringe derechos de autor, todos los nombres de marcas, números de parte y modelos que se mencionan son propiedad de sus respectivos dueños y solo son utilizados de modo informativo. no incluye imágenes, duplicidad de oferta comercial de productos de la marca o publicidad idéntica que pueda afectar los derechos de marca de sus respectivos dueños. las marcas registradas son propiedad de sus respectivos dueños y son utilizadas en esta publicación únicamente con fines enunciativos y de referencia\".",
  "fulfillment": false,
  "has_free_shipping": false,
  "store_only": false,
  "store_pickup": false,
  "photos": [
    {
      "id": 537590881,
      "source": "https://resources.sears.com.mx/medios-plazavip/s2/11697/1793376/5fa888bd1212e-funda-stick-azul-fluorescente-1600x1600.jpg",
      "thumbnail": "https://resources.sears.com.mx/medios-plazavip/s2/11697/1793376/5fa888bc3a97d-funda-stick-azul-fluorescente-200x200.jpg"
    }
  ],
  "attributes": {
    "sku (opcional)": "dropshipping"
  },
  "categories": {
    "4499": "electrónica y tecnología",
    "4547": "audio",
    "4591": "accesorios"
  },
  "hirerarchical_category": {
    "lvl2": [
      "electrónica y tecnología > audio > accesorios"
    ],
    "lvl0": [
      "electrónica y tecnología"
    ],
    "lvl1": [
      "electrónica y tecnología > audio"
    ]
  },
  "sellers": [
    {
      "id": 124371,
      "name": "CONTROL INN",
      "store_rating": 1
    }
  ],
  "review_rating": 0,
  "total_reviews": 0,
  "store_rating": 1,
  "indexing_date": 1764613355,
  "ccs_months": [],
  "fecha_alta_cms": 2592000,
  "temporada": 0,
  "object_id": null,
  "highlight_result": {
    "title": {
      "value": "Funda para Control Remoto Roku Stick Insignia Roku <em>tv</em> y Sharp Roku <em>tv</em>",
      "match_level": "full",
      "fully_highlighted": false,
      "matched_words": [
        "tv"
      ]
    },
    "ean": {
      "value": "CTL-130816-345",
      "match_level": "none",
      "matched_words": []
    },
    "sku": {
      "value": "CTL-130816-345",
      "match_level": "none",
      "matched_words": []
    },
    "brand": {
      "value": "ROKU",
      "match_level": "none",
      "matched_words": []
    },
    "hirerarchical_category": {
      "lvl2": [
        {
          "value": "electrónica y tecnología > audio > accesorios",
          "match_level": "none",
          "matched_words": []
        }
      ],
      "lvl0": [
        {
          "value": "electrónica y tecnología",
          "match_level": "none",
          "matched_words": []
        }
      ],
      "lvl1": [
        {
          "value": "electrónica y tecnología > audio",
          "match_level": "none",
          "matched_words": []
        }
      ]
    },
    "sellers": [
      {
        "id": {
          "value": "124371",
          "match_level": "none",
          "matched_words": []
        },
        "name": {
          "value": "CONTROL INN",
          "match_level": "none",
          "matched_words": []
        }
      }
    ]
  },
  "from_url": "https://www.sears.com.mx/resultados?query=tv&page=2"
}

Each product returns a comprehensive data record with 30 fields covering pricing, inventory, seller information, and customer engagement metrics:

Core Product Information

Field	Meaning
Title	Product name as displayed on Sears
SKU	Stock Keeping Unit — internal product identifier
EAN	European Article Number (barcode) for international inventory tracking
Brand	Manufacturer or brand name
Object ID	Unique product object identifier in Sears database
Description	Short product description or summary

Pricing & Promotions

Field	Meaning
Price	Regular listed price in Mexican Pesos (MXN)
Sale Price	Discounted price if promotion is active
Percent Off	Discount percentage (e.g., 15% off)
CCS Months	Credit card promotions available (e.g., installment plans in months)

Inventory & Availability

Field	Meaning
Stock	Current inventory level or availability status
Is Active	Boolean indicating if product is currently for sale
Fulfillment	How the product is shipped (Sears warehouse or marketplace seller)
Has Free Shipping	Boolean for free shipping eligibility
Store Only	Indicates if available exclusively in physical stores
Store Pickup	Whether in-store pickup is available

Seller & Marketplace Data

Field	Meaning
Sellers	Third-party seller names (if not sold directly by Sears)
Store Rating	Seller rating/reputation score

Customer Engagement

Field	Meaning
Review Rating	Average customer review score (typically 0–5 stars)
Total Reviews	Number of customer reviews received

Product Classification

Field	Meaning
Categories	Flat product category tags (e.g., "Electronics," "Home Appliances")
Hierarchical Category	Full category path (e.g., Electronics > TVs > Smart TVs)
Attributes	Product specifications (color, size, warranty, etc.)
Temporada	Season or campaign name if applicable

Metadata & Performance

Field	Meaning
Photos	URLs to product images
Relevance Amount	Search ranking metric based on sales volume
Relevance Sales	Ranking factor related to recent sales performance
Indexing Date	When the product was last indexed by Sears
Fecha Alta CMS	CMS creation/update date for tracking product changes
Highlight Result	Special flags (featured, bestseller, trending)

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How to Use

1. Identify search queries — Decide which product categories to monitor (e.g., TVs, appliances, electronics). Build a list of search URLs from Sears.com.mx.

2. Construct search URLs — Navigate to Sears.com.mx, perform a search, and copy the result page URL. The format is:

   https://www.sears.com.mx/resultados?query=[KEYWORD]&page=[PAGE_NUMBER]
   

3. Configure scraper input — Paste URLs into the urls array. Set max_items_per_url to 200 for complete data, or lower for faster execution.

4. Run the scraper — Start the actor and monitor progress in the logs.

5. Export data — Download results as JSON, CSV, or Excel. All 30+ fields are included.

Best practices:

• Test with a single page first to verify URL format.
• Use ignore_url_failures: true for production runs to handle rate limits gracefully.
• Monitor pricing changes by running scrapes weekly and comparing historical SKU data.

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Use Cases & Business Value

• Price intelligence: Track Sears prices against competitors to inform your pricing strategy.
• Product sourcing: Identify trending items and bestsellers to stock in your own catalog.
• Market analysis: Study product availability, pricing patterns, and review trends in the Mexican market.
• Marketplace aggregation: Feed Sears inventory into your own product comparison platform.

By automating data collection, businesses save hours of manual work and gain real-time market insights that drive informed decision-making.

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Conclusion

The Sears.com.mx Product Scraper delivers comprehensive, structured product data from Mexico's largest online retailer. With 30+ fields covering pricing, inventory, reviews, and fulfillment details, it is the ideal solution for competitive pricing analysis, market research, and product intelligence. Start scraping today and unlock actionable insights from Sears.