VeePee Product Search Scraper: Extract Flash Sale Inventory Instantly

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What Is VeePee?

VeePee (formerly Vente Privée) is a leading European flash sales and private shopping platform featuring time-limited deals on premium brands. Operating across multiple domains (VeePee.fr, VeePee.com, and regional variants), it hosts thousands of product listings organized by category and promotional event. Extracting this product data manually is inefficient — the VeePee Product Search Scraper automates large-scale collection, delivering structured product records from search results pages in seconds.

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Overview

The VeePee Product Search Scraper extracts product information from VeePee search and category pages, turning unstructured listings into machine-readable data. It is ideal for:

• Price intelligence platforms monitoring flash sale pricing and inventory
• Ecommerce researchers analyzing product trends and brand performance
• Competitive analysts tracking competitor product assortments and promotions
• Data aggregators building multi-source product catalogs

Key features include multi-domain support, configurable item limits, robust error handling via ignore_url_failures, and extraction of media assets alongside structured data.

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Input Format

The scraper accepts a JSON configuration specifying target URLs and collection parameters:

{
  "urls": [
    "https://www.veepee.fr/gr/c/maison/meuble-11087?page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 200
}

Field	Type	Description
urls	Array	Direct links to VeePee product search or category pages. Supports pagination parameters (e.g., ?page=2). Can include international domains (VeePee.com, regional variants).
max_items_per_url	Integer	Maximum products to extract per URL (e.g., 200). Useful for controlling data volume on large category pages. Default: 20.
ignore_url_failures	Boolean	If true, the scraper continues when URLs fail; if false, execution stops. Recommended: true for batch operations.

Tip: Use category-level URLs with pagination for comprehensive product collection. Example: /c/fashion/robes?page=1, /c/maison/meuble-11087?page=2.

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Output Format

Sample Output Record:

{
  "pricing": {
    "label": "À partir de",
    "currency": {
      "symbol": "€",
      "code": "EUR"
    },
    "price": {
      "value": 119.99,
      "postfix": ""
    },
    "retail_price": {
      "tooltip": {
        "description": "* Comparaison de prix : Prix pratiqué par un ou plusieurs professionnels autre que le vendeur www.recabedding.com"
      },
      "value": 639,
      "postfix": ""
    },
    "discount": 81,
    "retailer_price_type": 0
  },
  "is_locked": false,
  "sale_id": "meuble-11087",
  "sale_slug": "maison",
  "sub_name": "Gris",
  "slug": "sommier-perflex-cadre-de-lit-metallique-lattes-reglables-flexibles-7-pieds-inclus-resistant-et-confortable",
  "description": "Sommier Perflex | Cadre de lit métallique | Lattes réglables flexibles | 7 Pieds Inclus | Résistant et Confortable",
  "catalog_id": "bpm42649",
  "brand": "RECA BEDDING",
  "display_mode": 1,
  "sale_source": 8,
  "name": "Sommier Perflex | Cadre de lit métallique | Lattes réglables flexibles | 7 Pieds Inclus | Résistant et Confortable",
  "medias": [
    {
      "thumb": "https://media.veepee.com/v1/media/28ba51c5-7be8-4b3e-b569-4b62d3539708?width=304&height=304",
      "url": "https://media.veepee.com/v1/media/28ba51c5-7be8-4b3e-b569-4b62d3539708?width=700&height=700",
      "type": 0,
      "zoomable": true
    },
    {
      "thumb": "https://media.veepee.com/v1/media/b3b67ff1-d08e-44e8-b9c4-ccdc211b0d09?width=304&height=304",
      "url": "https://media.veepee.com/v1/media/b3b67ff1-d08e-44e8-b9c4-ccdc211b0d09?width=700&height=700",
      "type": 0,
      "zoomable": true
    },
    {
      "thumb": "https://media.veepee.com/v1/media/62b4f4c7-ef5f-4980-b4ea-80aefcb6a390?width=304&height=304",
      "url": "https://media.veepee.com/v1/media/62b4f4c7-ef5f-4980-b4ea-80aefcb6a390?width=700&height=700",
      "type": 0,
      "zoomable": true
    },
    {
      "thumb": "https://media.veepee.com/v1/media/b297b29f-ac04-4255-9f94-6129a079b16f?width=304&height=304",
      "url": "https://media.veepee.com/v1/media/b297b29f-ac04-4255-9f94-6129a079b16f?width=700&height=700",
      "type": 0,
      "zoomable": true
    }
  ],
  "id": "bppf78021315",
  "from_url": "https://www.veepee.fr/gr/c/maison/meuble-11087?page=2"
}

Each product record contains 14 core fields capturing pricing, metadata, brand, and media information:

Product Identification

Field	Meaning	Example
ID	Unique VeePee product identifier	"prod_12345678"
Name	Product title as displayed on the listing	"Premium Leather Jacket"
Slug	URL-friendly product identifier	"premium-leather-jacket"
Description	Full product description including features, materials, and care instructions	"100% genuine leather, Italian crafted..."

Pricing & Availability

Field	Meaning	Example
Pricing	Current sale price and original price structure	{"salePrice": 89.99, "originalPrice": 199.99}
Is Locked	Whether the product is locked (requiring membership or specific criteria to purchase)	false or true

Sale & Catalog Data

Field	Meaning	Example
Sale ID	Identifier for the flash sale or promotional event containing this product	"sale_flash_45678"
Sale Slug	URL-friendly version of the sale event	"brand-spotlight-week-2"
Catalog ID	Product catalog or inventory reference number	"cat_789456"

Brand & Category

Field	Meaning	Example
Brand	Product brand or manufacturer name	"Nike", "IKEA"
Sub Name	Product subcategory or collection within the sale	"Spring Collection", "Limited Edition"

Display & Source

Field	Meaning	Example
Display Mode	How the product is displayed (e.g., grid, featured, carousel)	"grid", "featured"
Sale Source	Origin domain or region of the sale (multi-domain support)	"veepee.fr", "veepee.com"

Media Assets

Field	Meaning	Example
Medias	Array of product images and video URLs for catalog enrichment	[{"type": "image", "url": "..."}, {"type": "video", "url": "..."}]

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How to Use

1. Identify target pages — Browse VeePee.fr or partner domains and find product category or search results pages you want to scrape.
2. Prepare URLs — Copy the full page URL (including pagination parameters like ?page=2) into the urls array.
3. Set item limits — Adjust max_items_per_url based on your needs. Use 200 for large-scale collection or lower values for sampling.
4. Enable error tolerance — Set ignore_url_failures: true to ensure the scraper continues if a URL encounters issues (e.g., page unavailable, timeout).
5. Run the scraper — Execute the actor and monitor the logs in real-time.
6. Export and process — Download results as JSON, CSV, or Excel; import into your database or analytics platform.

Best practices:

• Test with 1–2 URLs before running batch operations.
• Use pagination parameters to organize large collections across multiple runs.
• Schedule regular runs to capture inventory changes and new flash sales.

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Use Cases & Business Value

• Price intelligence: Monitor VeePee's daily pricing, discount rates, and inventory turnover
• Competitive monitoring: Track brand presence and product assortment across flash sales
• Market research: Analyze product trends, seasonal promotions, and popular categories
• Catalog management: Enrich product databases with VeePee listings and media assets
• Affiliate platforms: Automate product feeds for ecommerce or deal aggregator websites

By automating product extraction, you eliminate manual data entry, reduce human error, and gain real-time visibility into VeePee's ever-changing inventory—enabling faster decision-making and deeper market insights.

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Conclusion

The VeePee Product Search Scraper provides a reliable, scalable solution for extracting flash sale product data from VeePee.fr and partner domains. With 14 fields spanning pricing, branding, media, and sale metadata, it delivers the intelligence needed for competitive analysis, price monitoring, and catalog enrichment. Start scraping today and unlock actionable insights from Europe's largest flash sales platform.