Mueller.at Product Scraper: Extract Search Results & Pricing Data

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About Mueller.at

Mueller.at is Austria's leading retail e-commerce platform, offering millions of products across categories including electronics, home goods, books, and consumer products. Manually monitoring product availability, pricing, and specifications across search results is inefficient — the Mueller.at Product Scraper automates data collection, delivering structured product information from search pages at scale.

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Overview

The Mueller.at Product Scraper extracts product listings from Mueller search results pages, capturing 30+ data points per item. It is designed for:

• E-commerce analysts tracking competitor pricing and product mix
• Price monitoring services building dynamic pricing dashboards
• Retailers benchmarking product assortments and availability
• Data scientists analyzing retail trends and consumer product preferences
• Aggregator platforms feeding product data into comparison tools

Key strengths include handling pagination efficiently, respecting max_items_per_url limits, and gracefully managing failed URLs with the ignore_url_failures flag.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.mueller.at/search/?q=noir&page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Input Parameters

Parameter	Type	Description	Example
urls	Array	Mueller.at product search result URLs. Include pagination parameters (page=X) to specify which results to scrape.	["https://www.mueller.at/search/?q=noir&page=2"]
ignore_url_failures	Boolean	If true, the scraper continues even if some URLs fail. If false, a single failed URL stops the entire run.	true
max_items_per_url	Integer	Maximum number of products to extract per URL. Higher values collect more items; lower values speed up runs. Typical range: 20–200.	200

Tip: Mueller search URLs support query parameters (?q=searchterm) and pagination (&page=N). Adjust these to target specific product categories or price ranges.

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Output Format

Sample output

{
  "assets": [
    {
      "height": 595,
      "type": "PV",
      "url": "https://static.prod.ecom.mueller.de/products/4015615550600/6814818483-PV-0.png",
      "width": 1091,
      "__typename": "SearchProductAsset"
    },
    {
      "height": 744,
      "type": "PD",
      "url": "https://static.prod.ecom.mueller.de/products/4015615550600/6814818483-PB-1.png",
      "width": 1076,
      "__typename": "SearchProductAsset"
    },
    {
      "height": 649,
      "type": "PD",
      "url": "https://static.prod.ecom.mueller.de/products/4015615550600/6814818483-PB-2.png",
      "width": 986,
      "__typename": "SearchProductAsset"
    },
    {
      "height": 601,
      "type": "PD",
      "url": "https://static.prod.ecom.mueller.de/products/4015615550600/6814818483-PB-3.png",
      "width": 1097,
      "__typename": "SearchProductAsset"
    }
  ],
  "author": "",
  "artist": "",
  "badges": [],
  "base_price": null,
  "brand": {
    "name": "PIKO",
    "__typename": "SearchProductBrand"
  },
  "campaign_price": null,
  "capacity": {
    "unit_code": "PIECE",
    "value": "1",
    "__typename": "SearchProductCapacity"
  },
  "categories": [
    {
      "name": "Spielwaren",
      "__typename": "SearchCategory"
    },
    {
      "name": "Modellbau & Modelleisenbahn",
      "__typename": "SearchCategory"
    },
    {
      "name": "Modelleisenbahn",
      "__typename": "SearchCategory"
    },
    {
      "name": "Wagen",
      "__typename": "SearchCategory"
    },
    {
      "name": "Güter- & Funktionswagen",
      "__typename": "SearchCategory"
    },
    {
      "name": "PIKO",
      "__typename": "SearchCategory"
    },
    {
      "name": "PIKO H0 WAGEN EXPERT PLUS WAGEN",
      "__typename": "SearchCategory"
    }
  ],
  "category_with_parents": [
    {
      "name": "Spielwaren",
      "__typename": "SearchCategory"
    },
    {
      "name": "Modellbau & Modelleisenbahn",
      "__typename": "SearchCategory"
    },
    {
      "name": "Modelleisenbahn",
      "__typename": "SearchCategory"
    },
    {
      "name": "Wagen",
      "__typename": "SearchCategory"
    },
    {
      "name": "Güter- & Funktionswagen",
      "__typename": "SearchCategory"
    }
  ],
  "click_and_collect": true,
  "code": "2662231",
  "color_variant_images": [],
  "current_price": {
    "currency_iso": "EUR",
    "value_without_tax": 187.5,
    "value_with_tax": 225,
    "__typename": "Price"
  },
  "energy_efficiency_label": null,
  "energy_efficiency_overview": null,
  "home_delivery": true,
  "image": {
    "height": 595,
    "url": "https://static.prod.ecom.mueller.de/products/4015615550600/6814818483-PV-0.png",
    "width": 1091,
    "__typename": "SearchProductImage"
  },
  "lowest_variant_price": null,
  "name": "PIKO H0 55060 - PIKO H0 H0 Messwagen Wechselstromversion",
  "own_brand": false,
  "path": "/p/piko-h0-55060-piko-h0-h0-messwagen-wechselstromversion-2662231/",
  "pre_order_settings": null,
  "product_data_sheet": null,
  "recommended_retail_price": {
    "currency_iso": "EUR",
    "value_without_tax": 195.83,
    "value_with_tax": 235,
    "__typename": "Price"
  },
  "release_date": null,
  "stock_level_indication": "LOW_IN_STOCK",
  "strike_price": {
    "currency_iso": "EUR",
    "value_without_tax": 159.38,
    "value_with_tax": 191.25,
    "__typename": "Price"
  },
  "from_url": "https://www.mueller.at/search/?q=noir"
}

Each product in the search results returns a comprehensive record with 30+ fields:

Product Identification

Field	Meaning
Code	Unique product code/SKU in the Mueller system
Name	Product name as displayed on Mueller.at
Brand	Manufacturer or brand name
Own Brand	Whether the product is Mueller's private label
Path	Product category path within Mueller's hierarchy
Categories	All category tags assigned to the product
Category With Parents	Full category tree (e.g., Electronics > Computers > Laptops)

Pricing

Field	Meaning
Base Price	Original full price before any discounts
Current Price	Active selling price displayed to customers
Campaign Price	Special promotional price (if applicable)
Strike Price	Original price shown with strikethrough during sales
Recommended Retail Price	Manufacturer's suggested retail price (RRP)
Lowest Variant Price	Lowest price among product variants/SKUs

Product Details & Attributes

Field	Meaning
Capacity	Size, volume, or quantity (e.g., "250ml", "500GB")
Color Variant Images	URLs or metadata for images of each color/variant
Image	Primary product image URL
Assets	Additional product images, videos, or media
Badges	Labels like "New", "Sale", "Exclusive" displayed on listings

Sustainability & Compliance

Field	Meaning
Energy Efficiency Label	EU energy rating (A++, A, B, etc.) if applicable
Energy Efficiency Overview	Detailed energy consumption or efficiency metrics
Product Data Sheet	URL or reference to the official product datasheet

Availability & Fulfillment

Field	Meaning
Stock Level Indication	Availability status (in stock, low stock, out of stock)
Home Delivery	Whether the product qualifies for standard home delivery
Click And Collect	Whether in-store pickup is available
Pre Order Settings	Metadata if the product is available for pre-order
Release Date	Expected availability or launch date for pre-order items

Metadata

Field	Meaning
Author	Author name (for books and media)
Artist	Artist/performer name (for music, films, etc.)

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How to Use

1. Build search URLs — Visit Mueller.at, search for products, and copy the result page URL. Include pagination parameters if needed.

   • Example: https://www.mueller.at/search/?q=noir&page=2

2. Configure input — Paste URLs into the urls array and set max_items_per_url (e.g., 200 for comprehensive collection).

3. Run the scraper — Start the actor and monitor progress via run logs.

4. Download results — Export data as JSON, CSV, or Excel for analysis.

Best practices:

• Adjust max_items_per_url based on how many products per page Mueller displays.
• Use multiple URLs with different search terms or pagination to collect diverse product sets.
• Set ignore_url_failures: true for large batch runs to prevent interruptions.

Common issues:

• Verify URLs are search result pages, not individual product detail pages.
• Check that search query parameters are correctly formatted (?q=term&page=X).

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Use Cases & Business Value

• Price monitoring: Track competitor pricing across product categories in real time
• Assortment analysis: Understand Mueller's inventory depth and breadth by category
• Product intelligence: Collect specifications, energy ratings, and availability for comparison tools
• Market research: Analyze e-commerce trends in the Austrian/German retail landscape
• Data feeds: Supply structured product data to price comparison platforms or marketplaces

The Mueller.at Product Scraper eliminates manual data collection, delivering clean, structured records that integrate seamlessly into pricing engines, analytics platforms, and business intelligence tools.

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Conclusion

The Mueller.at Product Scraper is a powerful tool for anyone needing systematic access to Mueller's product catalog and pricing. With detailed output across 30 fields and flexible configuration, it enables efficient market research, competitive analysis, and data-driven decision-making. Start scraping today and unlock insights hidden in search results.