Scraping beauty stores in Germany — price & assortment monitoring
Beauty retail assortment in Germany: cards, volume variants, promos and customer reviews.
Beauty is a promo-heavy category: gift sets, buy-one-get-one, chain exclusives. Scraping stores in Germany makes those mechanics visible: which brands are on promo, how deep, and how it differs store to store.
This list counts 8 stores; the leaders by domain authority: Rituals, Douglas, Flaconi. We collect data from large multi-level catalogs and niche shops alike: everything lands in one structure, so prices and assortment compare directly.
Shelves in this list carry Dior, Estée Lauder, Yves Saint Laurent, Chanel, Lancôme, Clinique and other brands — every product is linked to its brand in the feed, so you can track brand presence and pricing across sellers.
Delivery is tailored to the task: from a one-off Excel/CSV file to a stream of updates via API or into your DBMS. We start with a free data sample — you verify structure and quality before any payment.
Fields we collect: Cosmetics & Perfume
The baseline set for this category — extended to fit your task.
title, brand, line, product type, URL
ml/g, price per format, price per unit of volume
current and old price, sets, gifts with purchase
INCI list, actives, purpose
format availability, chain exclusives
rating, review count, Q&A
Jobs this scraping gets done
Price-per-volume comparison across brands and chains.
Which chains carry your brand — and the full line or not.
Who discounts, how deep, and which set mechanics run.
Under-served segments and brands without distribution.
Stores in this category in Germany
Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.
| # | Store | DR |
|---|---|---|
| 1 | Rituals |
77 |
| 2 | Douglas |
75 |
| 3 | Flaconi |
70 |
| 4 | Parfumdreams |
67 |
| 5 | Sephora |
63 |
| 6 | Notino |
62 |
| 7 | Yves Rocher |
51 |
| 8 | Lookfantastic |
49 |
DR (Domain Rating) — domain authority on a 0–100 scale; it reflects link-profile strength, not sales.
Top platforms: what gets scraped
Quick notes on the leaders of this list — any of them can be plugged into the same field structure.
For Rituals we collect product & line, volume variants — with change history — useful for repricing and assortment control.
From Douglas we usually extract volume variants, prices & promo, ingredients. The export arrives in the same structure as the rest of this list, so the data compares directly.
From Flaconi we usually extract prices & promo, ingredients, availability. The export arrives in the same structure as the rest of this list, so the data compares directly.
For Parfumdreams we set up recurring collection: ingredients, availability, reviews. Cadence ranges from a one-off export to several refreshes a day.
On Sephora we track the catalog and prices — availability, reviews — one-off or on a schedule. Delivered as a file, via API or straight into your database.
From request to first delivery
Request & brief
Pick platforms from the list, define fields and cadence.
Data sample
We show the structure on a real catalog fragment, free.
Full collection
Entire catalogs, with quality and dedup control.
Data delivery
Excel, CSV, JSON, API or your DBMS — one-off or scheduled.
Frequently asked questions
Do you account for different volumes of one product?
Can ingredient lists be collected?
Do you track gift sets and promo mechanics?
Other categories: Germany
Store scraping for other categories in the same geography.