Scraping global platforms: Cosmetics & Perfume
Beauty retail assortment worldwide: cards, volume variants, promos and customer reviews.
Beauty is a promo-heavy category: gift sets, buy-one-get-one, chain exclusives. Scraping stores worldwide makes those mechanics visible: which brands are on promo, how deep, and how it differs store to store.
This list counts 87 stores; the leaders by domain authority: Sephora, LOOKFANTASTIC, MAC Cosmetics. 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, Chanel, Yves Saint Laurent, Clinique, Giorgio Armani, Hugo Boss and other brands — every product is linked to its brand in the feed, so you can track brand presence and pricing across sellers.
We deliver data the way you need it: one-off price scraping or scheduled refresh, in Excel, CSV, JSON, XML, Google Sheets, REST API or straight into your database. We agree the field structure upfront and send a free sample first.
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 worldwide
Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.
| # | Store | DR |
|---|---|---|
| 1 | Sephora |
87 |
| 2 | LOOKFANTASTIC |
78 |
| 3 | MAC Cosmetics |
78 |
| 4 | Charlotte Tilbury |
77 |
| 5 | Rituals |
77 |
| 6 | The Ordinary |
77 |
| 7 | Lyko |
74 |
| 8 | Sephora |
73 |
| 9 | Kiko |
72 |
| 10 | Sephora Australia |
71 |
| 11 | Notino |
70 |
| 12 | Sephora |
70 |
| 13 | Sephora |
70 |
| 14 | dm drogerie markt |
68 |
| 15 | Notino |
68 |
| 16 | Perfumarias Primor |
68 |
| 17 | Notino |
67 |
| 18 | Notino |
67 |
| 19 | Notino |
66 |
| 20 | Notino |
66 |
| 21 | Sephora |
66 |
| 22 | Douglas |
65 |
| 23 | Sephora |
64 |
| 24 | Douglas |
63 |
| 25 | Notino |
63 |
| 26 | Sephora |
63 |
| 27 | Notino |
62 |
| 28 | Douglas |
61 |
| 29 | Notino |
61 |
| 30 | dm drogerie markt |
60 |
| 31 | Sephora |
60 |
| 32 | Sephora New Zealand |
60 |
| 33 | ICI PARIS XL |
59 |
| 34 | Sephora |
59 |
| 35 | Sephora |
59 |
| 36 | Notino |
57 |
| 37 | Notino |
57 |
| 38 | Douglas |
56 |
| 39 | Notino |
56 |
| 40 | Parfimo |
56 |
| 41 | Sephora |
56 |
| 42 | Sephora Indonesia |
56 |
| 43 | Douglas |
55 |
| 44 | Notino |
55 |
| 45 | Notino |
55 |
| 46 | Kruidvat |
54 |
| 47 | Müller |
54 |
| 48 | Notino |
54 |
| 49 | Watsons Indonesia |
54 |
| 50 | Notino |
53 |
| 51 | Notino |
53 |
| 52 | Notino |
53 |
| 53 | Bath & Body Works Canada |
51 |
| 54 | Yves Rocher |
51 |
| 55 | Cocopanda |
50 |
| 56 | Lookfantastic |
49 |
| 57 | Douglas |
48 |
| 58 | Lookfantastic |
48 |
| 59 | Douglas |
47 |
| 60 | Marionnaud |
47 |
| 61 | Normal |
47 |
| 62 | Douglas |
46 |
| 63 | KICKS |
46 |
| 64 | Lookfantastic |
46 |
| 65 | dm |
45 |
| 66 | Douglas |
45 |
| 67 | KICKS |
45 |
| 68 | The Body Shop Indonesia |
45 |
| 69 | Douglas |
44 |
| 70 | Drogas |
44 |
| 71 | Yves Rocher |
44 |
| 72 | Cocopanda |
43 |
| 73 | Douglas |
43 |
| 74 | Douglas |
42 |
| 75 | Lookfantastic |
41 |
| 76 | Gold Apple |
40 |
| 77 | Teta drogerie |
40 |
| 78 | Marionnaud |
39 |
| 79 | MAKEUP |
36 |
| 80 | Makeup.gr |
36 |
| 81 | Gold Apple |
33 |
| 82 | Makeup |
33 |
| 83 | Sally Beauty |
32 |
| 84 | Jafra |
31 |
| 85 | Müller |
31 |
| 86 | Atomy |
28 |
| 87 | KIKO Milano |
6 |
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 Sephora we collect product & line, volume variants — with change history — useful for repricing and assortment control.
For LOOKFANTASTIC we collect volume variants, prices & promo — with change history — useful for repricing and assortment control.
For MAC Cosmetics we collect prices & promo, ingredients — with change history — useful for repricing and assortment control.
From Charlotte Tilbury 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 Rituals we collect availability, reviews — with change history — useful for repricing and assortment control.
From request to first delivery
Scope the task
We fix the stores, fields, catalog depth and refresh frequency.
Free sample
A data fragment in the agreed structure — before any payment.
Collect & validate
Full collection with completeness and consistency checks.
Deliver & refresh
File, API or database — refreshed on your schedule.
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: Global market
Store scraping for other categories in the same geography.