Scraping beauty stores in France — price & assortment monitoring
Beauty retail assortment in France: cards, volume variants, promos and customer reviews.
Beauty is a promo-heavy category: gift sets, buy-one-get-one, chain exclusives. Scraping stores in France 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: L'Occitane, Aroma-Zone, Sephora. 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 Chanel, Dior, Yves Saint Laurent, Guerlain, Lancôme, Clarins 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 France
Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.
| # | Store | DR |
|---|---|---|
| 1 | L'Occitane |
79 |
| 2 | Aroma-Zone |
76 |
| 3 | Sephora |
76 |
| 4 | Yves Rocher |
74 |
| 5 | Kiko |
72 |
| 6 | Nocibé |
70 |
| 7 | Notino |
66 |
| 8 | Marionnaud |
61 |
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.
On L'Occitane we track the catalog and prices — product & line, volume variants — one-off or on a schedule. Delivered as a file, via API or straight into your database.
On Aroma-Zone we track the catalog and prices — volume variants, prices & promo — one-off or on a schedule. Delivered as a file, via API or straight into your database.
On Sephora we track the catalog and prices — prices & promo, ingredients — one-off or on a schedule. Delivered as a file, via API or straight into your database.
From Yves Rocher we usually extract ingredients, availability, reviews. The export arrives in the same structure as the rest of this list, so the data compares directly.
For Kiko we collect availability, reviews — with change history — useful for repricing and assortment control.
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: France
Store scraping for other categories in the same geography.