MagazineLuiza Product Search Scraper: Extract E-commerce Data from Brazil's Leading Retailer

Understanding MagazineLuiza and Its Market Value

MagazineLuiza (often called "Magalu") is Brazil's largest retail chain and a leading e-commerce marketplace. The platform hosts thousands of sellers offering electronics, appliances, furniture, and more. For businesses operating in Brazilian e-commerce, MagazineLuiza data provides critical market intelligence.

This scraper processes search result pages, not individual product pages. It captures multiple products per page, making it efficient for broad market analysis, competitor monitoring, and price tracking across categories.

What This Scraper Extracts

Product Identification: ID, variation ID, title, description, reference, and parent matching UUID enable product tracking and catalog management.

Pricing Data: Price and installment information reveal payment options. Brazil's market heavily uses installment payments, making this data crucial for competitive pricing.

Seller Information: Seller name, ads seller ID, and "is buy box" flag identify who's selling and who won the featured placement—critical for marketplace competition analysis.

Availability & Inventory: Available status, minimum order quantity, and has variations flags show stock levels and product options.

Product Details: Attributes, brand, dimensions, category, subcategory, and type provide classification data for analysis and filtering.

Customer Engagement: Rating and badges show product performance and special designations (best seller, top rated, etc.).

Visual Assets: Image URLs and thumbnails enable product display in applications or databases.

Logistics: Shipping cost and shipping tag reveal delivery options and costs—key factors in Brazilian e-commerce purchasing decisions.

Positioning: Position field shows search ranking, and offer tags highlight promotions or special deals.

Marketing Elements: Ads data, loyalty programs, restrictions, and bundles show promotional strategies and selling tactics.

Target Users: E-commerce businesses monitor competitor pricing and product offerings. Market researchers analyze category trends and seller performance. Price comparison platforms aggregate data for consumers. Retailers benchmark their products against marketplace competition.

Input Configuration

Example Configuration:

{
  "urls": ["https://www.magazineluiza.com.br/busca/laptop/?page=3"],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

urls: Search result page URLs from MagazineLuiza. Navigate to your target category, apply filters, then copy the URL. Include page parameters for pagination (e.g., ?page=3). Add multiple URLs to scrape different categories or searches in one run.

ignore_url_failures: Set true when scraping multiple URLs. Individual failures won't stop the entire run—essential for large datasets where some pages may be temporarily unavailable.

max_items_per_url: Maximum products to extract per URL. MagazineLuiza typically shows 20-40 products per page. Set higher (50-100) to ensure complete page capture or limit for testing. Default is 20.

Building URL Lists: Perform manual searches with desired filters (brand, price range, ratings). Copy resulting URLs. For comprehensive category extraction, systematically increment page numbers: ?page=1, ?page=2, etc.

Complete Output Structure

Sample Output:

{
  "id": "240066500",
  "ads_seller_id": "magazineluiza",
  "variation_id": "240066500",
  "title": "Notebook ASUS Vivobook Go 15 AMD Ryzen 5 7520U 8GB RAM 512GB SSD 15,6\" Full HD Windows 11 E1504FA-NJ836W",
  "description": null,
  "image": "https://a-static.mlcdn.com.br/{w}x{h}/notebook-asus-vivobook-go-15-amd-ryzen-5-7520u-8gb-ram-512gb-ssd-156-full-hd-windows-11-e1504fa-nj836w/magazineluiza/240066500/082a94cd064ff8605beef9057890a3f1.jpg",
  "available": true,
  "position": 1,
  "is_buy_box": false,
  "url": null,
  "path": "/notebook-asus-vivobook-go-15-amd-ryzen-5-7520u-8gb-ram-512gb-ssd-156-full-hd-windows-11-e1504fa-nj836w/p/240066500/in/nass/",
  "reference": null,
  "offer_tags": [
    "magalu_indica"
  ],
  "minimum_order_quantity": 1,
  "attributes": [
    {
      "type": "color",
      "label": "Cor",
      "value": "Mixed Black",
      "current": "Mixed Black",
      "values": null
    }
  ],
  "seller": {
    "id": "magazineluiza",
    "sku": "240066500",
    "description": "Magalu",
    "category": "1p",
    "delivery_id": null,
    "delivery_description": null,
    "is_chat_enabled": null,
    "details": null,
    "tags": [
      {
        "code": "TECNO200",
        "discount_type": "absolute",
        "discount_value": 200,
        "end_date": "2026-05-31T23:59:00-03:00",
        "message": "R$ 200,00 OFF com cupom: TECNO200",
        "start_date": "2026-04-16T00:00:00-03:00",
        "type": "coupon",
        "version": "v1",
        "action": null
      },
      {
        "code": null,
        "discount_type": "percentage",
        "discount_value": 26.31,
        "end_date": null,
        "message": null,
        "start_date": null,
        "type": "base_price",
        "version": null,
        "action": null
      }
    ]
  },
  "brand": {
    "label": "ASUS",
    "slug": "asus"
  },
  "parent_matching_uuid": "45a78be6-0f8d-4c2a-a013-5b25e573f3d2",
  "price": {
    "payment_method_description": "no Pix",
    "price": "4579.00",
    "full_price": "3749.00",
    "best_price": "3374.10",
    "discount": "10.00",
    "currency": "BRL",
    "exchange_rate": null,
    "id_exchange_rate": null,
    "original_price_foreign": null
  },
  "installment": {
    "payment_method_description": "sem juros",
    "quantity": 10,
    "amount": "374.90",
    "total_amount": "3749.00",
    "payment_method_id": "mastercard",
    "interest": "0.00"
  },
  "rating": {
    "count": 577,
    "score": 4.8
  },
  "badges": [],
  "category": {
    "id": "IN",
    "name": "Informática"
  },
  "subcategory": {
    "id": "NASS",
    "name": "Notebook Asus"
  },
  "loyalty": {
    "value": null,
    "type": null,
    "attributes": null,
    "label": null,
    "description": null
  },
  "restrictions": {},
  "ads": {
    "sponsored": true,
    "id": "240066500",
    "label": "Patrocinado",
    "ad_request_id": null,
    "ad_response_id": null,
    "ads_match_reason": null,
    "ads_requested_count": null,
    "ads_returned_count": null,
    "brand": "ASUS",
    "campaign_id": "01989a36-f9b9-7fc0-806b-cce8df65c702",
    "category": "Informática",
    "gender": null,
    "offer_id": "240066500",
    "navigation_id": "240066500",
    "sku": "240066500",
    "sub_category": "Notebook Asus",
    "track_id": "p7AokwoQBp-xYzEnfR-oBNYUWarZCBIQAZiaNvm5f8CAa8zo32XHAhoQAZJBDo8afQGFHNM5wY9x-iINCgkyNDAwNjY1MDAQATDapVBIAVCF77rm3zNgxAJyEAAAAAAAAAAAAAAAAAAAAAA"
  },
  "thumbnails": [],
  "shipping_cost": {
    "cost": null,
    "cost_description": null
  },
  "shipping_tag": {
    "error": "",
    "time": "",
    "cost": null,
    "uuid": null,
    "complement": "",
    "source": "ironhide"
  },
  "type": "product",
  "dimensions": {
    "height": 0.065,
    "length": 0.288,
    "weight": 1.63,
    "width": 0.481
  },
  "bundles": null,
  "has_variations": false
}

Field Definitions:

ID/Variation ID: Unique product identifiers for tracking across systems and detecting variants.

Title/Description: Product name and summary for display and search functionality.

Price/Installment: Critical for price monitoring. Installment data shows Brazilian payment culture (e.g., "10x R$299.90").

Seller/Is Buy Box: Identifies winning seller for featured "Buy Box" placement—marketplace competition metric.

Rating: Average score and review count indicate product popularity and quality.

Shipping Cost/Tag: Delivery pricing and promotions ("Frete Grátis" = Free Shipping)—major purchase decision factors.

Category/Subcategory: Product classification for organizing and filtering datasets.

Badges/Offer Tags: Promotional highlights ("Mais Vendido" = Best Seller, "Oferta do Dia" = Deal of the Day).

Loyalty: Points and cashback rewards in MagazineLuiza's loyalty program.

Position: Search ranking—tracks visibility and SEO performance.

Attributes: Specifications (processor, RAM, storage) for technical comparison.

Dimensions: Physical measurements for logistics and product information.

Implementation Guide

1. Define Targets: Identify categories, brands, or searches to monitor. Test searches on MagazineLuiza manually to verify filters work correctly.

2. Build URL List: Copy search URLs with desired filters. For multi-page extraction, create URLs with page parameters or set high max_items_per_url.

3. Configure Input: Add URLs to configuration. Enable ignore_url_failures for robustness. Adjust max_items_per_url based on needs (20 for standard, 50+ for comprehensive).

4. Run Scraper: Launch and monitor progress. Processing 5 search pages typically completes in 2-4 minutes depending on page size and proxy performance.

5. Export Data: Download as JSON for databases, CSV for spreadsheets. Filter by availability, price ranges, or ratings based on analysis needs.

Error Handling: Invalid URLs or temporarily unavailable pages cause failures. Activity log shows specific errors. Verify URLs are search pages, not product detail pages.

Strategic Applications

Price Monitoring: Track competitor pricing across categories. Identify price changes, promotion patterns, and discount cycles. Monitor installment offerings to match competitive payment terms.

Market Analysis: Analyze which products dominate search results by category. Track best seller badges and high ratings to identify market leaders. Monitor new product launches through recent additions.

Seller Intelligence: Identify which sellers win buy box placements most frequently. Analyze seller performance by category. Track marketplace competition dynamics.

Inventory Tracking: Monitor product availability across competitors. Identify out-of-stock patterns indicating high demand or supply issues.

Shipping Strategy: Compare shipping costs across sellers and categories. Track free shipping promotions to inform competitive logistics strategies.

Product Research: Use attributes data to understand market specifications. Analyze feature combinations in top-rated products. Identify gaps in product offerings.

Best Practices

Schedule Regular Scraping: Brazilian e-commerce changes rapidly. Daily scraping captures price fluctuations and promotion cycles, especially important around major sales events (Black Friday, Dia do Consumidor).

Segment by Category: Create separate URLs for different product categories for cleaner datasets and easier analysis.

Monitor Pagination: MagazineLuiza may limit visible pages. If searching for comprehensive data, use multiple search variations with different filters rather than only pagination.

Handle Currency: All prices in Brazilian Reais (BRL). Track exchange rates if comparing international markets.

Validate Data Quality: Check for missing critical fields (price, title, availability). Flag anomalies like unusual prices or shipping costs.

Respect Platform: Space out large scraping runs to avoid overwhelming servers. Sustainable practices ensure continued access.

Conclusion

The MagazineLuiza Product Search Scraper delivers actionable e-commerce intelligence from Brazil's largest retail marketplace. From real-time pricing to seller competition dynamics, this tool provides the data needed for competitive advantage in Brazilian e-commerce.