Douglas.de Scraper

Scrape products, prices, ratings, and availability from douglas.de — Germany's #1 perfumery chain, covering perfume, skincare, make-up, and health & beauty.

What is Douglas Scraper?

Douglas is Germany's largest perfumery and beauty retailer, with hundreds of stores and a catalogue spanning fine fragrance, skincare, make-up, hair care, and personal care from both luxury brands (Chanel, Dior, YSL, Armani) and Douglas's own exclusive lines. This scraper reads the retailer's own server-rendered product data — no HTML guesswork, no brittle CSS selectors — for fast, structured extraction.

If you need reliable perfumery and beauty product data at scale — competitive pricing, brand catalogue tracking, or feeding a comparison platform — this actor delivers clean, structured results.

Common use cases:

• Fragrance market research — Track pricing, discounts, and new launches across Douglas's perfume catalogue
• Price benchmarking — Compare Douglas against dm, Rossmann, Kruidvat, and other drugstore/beauty retailers in our fleet
• Brand monitoring — Watch how a specific perfume house or skincare brand is priced and merchandised on Douglas
• Product catalogue enrichment — Feed Douglas product data (brand, price, rating, images) into your own comparison or affinity tool
• Beauty & fragrance analytics — Study category trends in the German perfumery market

What data does Douglas Scraper extract?

• Product name & brand — Including the brand line/collection where Douglas shows one (e.g. "Chanel Coco Mademoiselle")
• Price & discount — Current price, original price, and discount percentage on promoted items
• Price per unit — Normalized per-liter/per-kg price, as Douglas is legally required to show
• Customer ratings — Average rating and total review count
• Stock status — In stock / out of stock (nullable — never guessed when the source doesn't say)
• Product identifiers — Variant SKU and base product ID
• Category — Category or product-type name (e.g. "Eau de Parfum")
• Product images — Direct image URLs

How to scrape Douglas.de data

The scraper offers two approaches:

Search by keyword

Enter any German search term — "parfum", "creme", "shampoo", "mascara", or a brand name like "Chanel". The actor queries Douglas's own search endpoint, the same one the website's search bar uses.

Browse by category or brand URL

Paste a douglas.de category or brand URL, e.g. https://www.douglas.de/de/b/yves-saint-laurent/parfum/damenduefte/b0611_0101, to scrape everything listed there instead of searching.

Input parameters

Field	Type	Default	Description
searchQuery	String	parfum	Search keyword (ignored if categoryUrl is set)
categoryUrl	String	—	douglas.de category or brand URL to browse
maxResults	Integer	100	Maximum products to return (hard-capped at 5,000)
inStockOnly	Boolean	false	Off by default. When on, only returns products confirmed in stock
requestDelaySecs	Integer	0	Minimum pause between requests; 0 = full speed with automatic adaptive backoff
brightDataApiKey	String	—	Optional — use your own Bright Data key instead of the actor's default
proxyConfiguration	Object	—	Present for schema compatibility; actual fetches run through Bright Data (see below)

Output

{
  "name": "Eau de Parfum - 60 ml",
  "brand": "DIOR Sauvage",
  "price": 68.99,
  "originalPrice": 79.99,
  "currency": "EUR",
  "discount": "-14%",
  "pricePerUnit": "1.149,83 €/l",
  "sku": "995604",
  "productId": "3001042193",
  "inStock": true,
  "rating": 4.7,
  "reviewCount": 1021,
  "category": "Eau de Parfum",
  "imageUrl": "https://media.douglas.de/medias/cpPyKK995604-0-dgl-DE.jpg",
  "url": "https://www.douglas.de/de/p/3001042193?variant=995604",
  "scrapedAt": "2026-08-22T09:20:35.589Z"
}

Why Bright Data, not a plain proxy?

douglas.de runs behind Akamai Bot Manager: a plain HTTP request gets an edge-level "Access Denied" before any challenge page is even served, and a bare headless browser hits the same wall. This actor routes requests through Bright Data's Web Unlocker, which clears the Akamai layer server-side and returns the fully rendered listing HTML. One request returns ~48-56 products, so the cost per result stays low — a few tenths of a cent per product.

How much does it cost?

Each listing page pulls roughly 48-56 products in one Bright Data request. Compute is minimal — no browser rendering happens inside the actor itself.

Volume	Estimated CU	Estimated Cost
100 products	~0.02 CU	~$0.01
1,000 products	~0.15 CU	~$0.08
10,000 products	~1.5 CU	~$0.80

These are Apify platform-cost estimates only. Actual cost also depends on your Apify plan; this actor's own Bright Data usage is covered by the default access included with the run. Usage cost only settles after the run reports SUCCEEDED — a run that fails or is aborted mid-way is not charged for items it never wrote.

Can I integrate?

Export your data as JSON, CSV, Excel, or XML, or pipe it directly into your existing tools:

• Google Sheets — Automatically push product data to a shared spreadsheet
• Webhooks — Trigger a custom URL when the scrape completes
• Zapier / Make / n8n — Connect to thousands of apps without writing code
• Amazon S3 / Google Cloud — Dump large datasets straight to cloud storage

Can I use it as an API?

Yes. Integrate Douglas product data directly into your applications.

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run = client.actor("studio-amba/douglas-de-scraper").call(run_input={
    "searchQuery": "parfum",
    "maxResults": 200,
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{item['brand']} — {item['name']}: EUR {item['price']}")

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('studio-amba/douglas-de-scraper').call({
    searchQuery: 'parfum',
    maxResults: 200,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach(item => {
    console.log(`${item.brand} — ${item.name}: EUR ${item.price}`);
});

FAQ

Does Douglas sell only perfume? No. Perfume is Douglas's signature category, but the catalogue also covers skincare, make-up, hair care, body care, and men's grooming from both name brands and Douglas's own labels.

Why is inStock sometimes null instead of true or false? When Douglas doesn't publish a clear stock status for a listing, the field is left null rather than guessed. Treat null as "unknown", not as "out of stock".

How do I get every variant of a product (different sizes)? Each size/shade variant is returned as its own row, with a shared productId (the base product) and a unique sku (the variant). Group by productId to see all variants of one product.

Can I filter by brand? There's no dedicated brand filter input, but searching for a brand name (e.g. "Chanel", "Rituals") works well since Douglas's search matches brand names directly. You can also use categoryUrl with a brand page like /de/b/chanel/b0007.

How frequently can I run the scraper? As often as you need for price-monitoring use cases. Daily or weekly runs are common.

Tips for effective Douglas data extraction

1. Use category URLs for a stable, bounded set — a brand or sub-category page (e.g. all Yves Saint Laurent women's fragrances) gives a fixed, predictable product list, unlike a broad keyword search.
2. Pair with dm-scraper and Rossmann Scraper — Douglas, dm, and Rossmann together cover most of the German drugstore and beauty retail landscape; join on brand and product name for cross-retailer pricing.
3. Watch the discount field for promo tracking — Douglas runs frequent percentage-off promotions, especially on fragrance.
4. Use pricePerUnit for fair size comparison — perfume and skincare come in many pack sizes; the per-unit price normalizes that.

Limitations

• Search result ordering can shift slightly between requests (site-side relevance ranking), so very large maxResults pulls on a broad keyword may return fewer unique products than requested — the actor de-duplicates automatically and stops cleanly rather than returning repeats. Category and brand URLs do not have this issue.
• No ingredient lists or full product descriptions — this actor extracts commerce fields (name, brand, price, stock, rating), not marketing copy.
• Germany (douglas.de) only. Douglas's other European storefronts use the same platform family but are out of scope for this actor.
• No purchase history, loyalty pricing, or store-specific stock data — this reads the public online catalogue only.

Other pharmacy & drugstore scrapers

Need drugstore, pharmacy, or beauty data from more sources? Explore our full collection:

• dm Scraper — Germany's largest drugstore chain
• Rossmann Scraper — German/Polish/Hungarian/Turkish drugstore chain
• Kruidvat Scraper — Belgian/Dutch drugstore chain
• Shop Apotheke Scraper — Europe's leading online pharmacy (DE/AT/CH/BE/FR/IT)
• Farmaline Scraper — Belgium's largest online pharmacy
• Matas Scraper — Denmark's leading beauty and pharmacy retailer

Your feedback

Found a bug? Need a new feature? Want help building a pipeline on top of Douglas data? Open an issue or contact us on Apify. We read every message and ship fixes fast.