Scraping beauty stores in Estonia — price & assortment monitoring
Cosmetics and perfume catalogs in Estonia: prices, volumes, product lines and availability — one data structure.
In beauty retail in Estonia product lines and volumes decide: the same fragrance or cream sells in several formats with different price-per-ml. We collect cards with variants and ingredients so store comparison is honest — at the exact-volume level.
There are 4 platforms here, led by Notino, I.L.U., Makeup by domain authority. Site size is not a constraint: catalogs with hundreds of thousands of SKUs and small stores are normalized to the same field schema, making sellers directly comparable.
Brands you will meet across these stores include Chanel, Dior, Yves Saint Laurent, Clinique, Clarins, Biotherm. The product-to-brand mapping ships with the data: convenient for distribution control and shelf comparison.
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 in Estonia
Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.
| # | Store | DR |
|---|---|---|
| 1 | Notino |
53 |
| 2 | I.L.U. |
39 |
| 3 | Makeup |
33 |
| 4 | Voluhaldjas |
11 |
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 Notino we collect product & line, volume variants — with change history — useful for repricing and assortment control.
For I.L.U. we collect volume variants, prices & promo — with change history — useful for repricing and assortment control.
From Makeup 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 Voluhaldjas we set up recurring collection: ingredients, availability, reviews. Cadence ranges from a one-off export to several refreshes a day.
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: Estonia
Store scraping for other categories in the same geography.