Scraping beauty stores in the United States — price & assortment monitoring
Beauty retail assortment in the United States: cards, volume variants, promos and customer reviews.
Beauty is a promo-heavy category: gift sets, buy-one-get-one, chain exclusives. Scraping stores in the United States makes those mechanics visible: which brands are on promo, how deep, and how it differs store to store.
This list counts 12 stores; the leaders by domain authority: Sephora, Ulta Beauty, Glossier. 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 Fenty Beauty, Charlotte Tilbury, Estée Lauder, Estee Lauder, Glossier, MAC 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 the United States
Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.
| # | Store | DR |
|---|---|---|
| 1 | Sephora |
87 |
| 2 | Ulta Beauty |
83 |
| 3 | Glossier |
81 |
| 4 | Fenty Beauty |
78 |
| 5 | MAC Cosmetics |
78 |
| 6 | Bath & Body Works |
77 |
| 7 | Charlotte Tilbury |
77 |
| 8 | The Ordinary |
77 |
| 9 | e.l.f. Cosmetics |
76 |
| 10 | Estée Lauder |
75 |
| 11 | Rare Beauty |
73 |
| 12 | Sally Beauty |
72 |
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 set up recurring collection: product & line, volume variants, prices & promo. Cadence ranges from a one-off export to several refreshes a day.
For Ulta Beauty we collect volume variants, prices & promo — with change history — useful for repricing and assortment control.
For Glossier we set up recurring collection: prices & promo, ingredients, availability. Cadence ranges from a one-off export to several refreshes a day.
From Fenty Beauty 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 MAC Cosmetics 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: United States
Store scraping for other categories in the same geography.