Notebooksbilliger Product Scraper

Extract live notebook prices, previous prices, availability, identifiers, descriptions, features, and product URLs from notebooksbilliger.de. Use the structured dataset for German retail price monitoring, assortment tracking, competitive analysis, procurement, and catalog enrichment.

What you get

• Live notebook listing data from notebooksbilliger.de
• Optional product-detail enrichment
• SKU, GTIN-13/EAN, MPN, brand, title, and description
• Current and previous prices in EUR
• Availability and delivery text
• Product features, image URL, canonical product URL, and crawl provenance
• Automatic pagination up to the requested product limit
• Deduplicated JSON records exportable as JSON, CSV, Excel, XML, or through the Apify API

Input

The Actor currently supports the official notebooks listing URL. Set includeDetails to false for faster listing-only monitoring or keep it enabled for richer product records.

{
  "startUrls": [
    { "url": "https://www.notebooksbilliger.de/notebooks" }
  ],
  "maxItems": 40,
  "includeDetails": true,
  "maxConcurrency": 1,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "DE"
  }
}

Field	Type	Description
startUrls	array	Required. Use https://www.notebooksbilliger.de/notebooks.
maxItems	integer	Global product limit from 1 to 100. Default: 20.
includeDetails	boolean	Follow product pages and merge identifiers, descriptions, and features. Default: true.
maxConcurrency	integer	Fixed at 1 for reliable browsing.
proxyConfiguration	object	Optional. Apify Cloud defaults to a German Residential Proxy.

Output

Each dataset item follows this structure:

{
  "productId": "904450",
  "sku": "A1102342",
  "gtin13": "0199764598493",
  "mpn": "CV4B2EA#ABD",
  "title": "HP OMEN 16-am0168ng 16.0-inch WUXGA notebook",
  "brand": "HP",
  "description": "16-inch WUXGA display, Intel Core Ultra 7, 24 GB RAM, 1 TB SSD, RTX 5070",
  "currentPrice": 1399,
  "previousPrice": 1499,
  "currency": "EUR",
  "availability": "InStock",
  "availabilityText": "Sofort ab Lager / Express",
  "specifications": [],
  "features": [
    "16-inch WUXGA IPS display",
    "Intel Core Ultra 7",
    "24 GB RAM | 1 TB SSD"
  ],
  "url": "https://www.notebooksbilliger.de/hp+omen+16+am0168ng+904450",
  "imageUrl": "https://media2.nbb-cdn.de/images/products/example.png",
  "source": {
    "listingUrl": "https://www.notebooksbilliger.de/notebooks",
    "detailUrl": "https://www.notebooksbilliger.de/hp+omen+16+am0168ng+904450",
    "scrapedAt": "2026-07-27T09:29:00.806Z"
  }
}

Nullable values such as gtin13, previousPrice, or availability remain null when the source page does not provide them. specifications may be empty; verified product features are returned separately in features.

How to use it

1. Keep the default notebook listing URL and choose a product limit.
2. Run the Actor, optionally with detail enrichment.
3. Download the dataset or connect it to the Apify API, webhooks, schedules, Make, Zapier, or your data warehouse.

Common use cases

• Monitor notebook prices and promotions
• Detect price changes and discontinued offers
• Compare identifiers such as EAN/GTIN, SKU, and MPN across catalogs
• Track availability for procurement or reseller workflows
• Enrich internal product catalogs
• Build recurring retail intelligence datasets

AI, LLM, and RAG integration

The structured product records can feed catalog-matching models, price-change summaries, procurement assistants, and retrieval-augmented generation systems. Store records in a vector database using title, description, and features as searchable text while retaining price, availability, GTIN, and URLs as metadata. The default dataset is also available through the Apify API and MCP integrations.

Reliability and limitations

• The Actor uses a browser with a German Residential Proxy on Apify Cloud and fails loudly when the target serves a blocked or unusable page.
• Only the notebooks listing route is currently supported; arbitrary search, category, and product start URLs are not accepted.
• Website changes can affect extraction. Schedule a small recurring run to monitor continuity.
• Data is collected from public pages. Use it in accordance with applicable laws and the target website's terms.

Cost control

Runtime depends mainly on the number of products and whether detail enrichment is enabled. Use listing-only mode for frequent price snapshots and detail mode when identifiers and descriptions are required. Platform compute and proxy usage are charged separately by Apify.