Online store scraping

Scraping online pharmacies in the Netherlands — price & assortment monitoring

Pharmacy e-commerce scraping in the Netherlands: INN, dosage forms, prices and per-store availability.

7 stores in this list Category: pharmacy & Health Geography: Netherlands

Pharmacy is the most structured e-commerce segment in the Netherlands: a medicine has an INN, dosage, form and manufacturer. We collect these attributes in full, so analogues match correctly — by active ingredient, not by name.

This list counts 7 stores; the leaders by domain authority: Etos, Kruidvat, De Online Drogist. We collect data from large multi-level catalogs and niche shops alike: everything lands in one structure, so prices and assortment compare directly.

Brands you will meet across these stores include Dove, Nivea, Garnier, Oral-B, Maybelline, Rimmel. The product-to-brand mapping ships with the data: convenient for distribution control and shelf comparison.

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.

data structure

Fields we collect: Pharmacy & Health

The baseline set for this category — extended to fit your task.

01
Medicine

trade name, INN, manufacturer, URL

02
Form & dosage

dosage form, strength, pack size

03
Prices

price, old price, loyalty price

04
Availability

stock, pharmacies and cities, delivery times

05
Dispensing status

prescription/OTC, restrictions

06
Leaflet data

indications, contraindications, composition

why business needs it

Jobs this scraping gets done

Price monitoring

Medicines and analogues across pharmacy chains.

Distribution control

Your products’ availability in key chains.

Analogue analytics

INN-level mapping: what substitutes what.

Stock-out monitoring

Items disappearing from chain availability.

Stores in this category in the Netherlands

Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.

# Store Domain DR
1
Etos
etos.nl 75
2
Kruidvat
kruidvat.nl 74
3
De Online Drogist
deonlinedrogist.nl 71
4
Holland & Barrett
hollandandbarrett.nl 67
5
DA Drogist
da.nl 63
6
Vitaminstore
vitaminstore.nl 51
7
Drogist.nl
drogist.nl 49

DR (Domain Rating) — domain authority on a 0–100 scale; it reflects link-profile strength, not sales.

top platforms

Top platforms: what gets scraped

Quick notes on the leaders of this list — any of them can be plugged into the same field structure.

Etos data: catalog and prices

For Etos we set up recurring collection: medicine, form & dosage, prices. Cadence ranges from a one-off export to several refreshes a day.

Kruidvat data: catalog and prices

On Kruidvat we track the catalog and prices — form & dosage, prices — one-off or on a schedule. Delivered as a file, via API or straight into your database.

De Online Drogist scraper: what we collect

From De Online Drogist we usually extract prices, availability, dispensing status. The export arrives in the same structure as the rest of this list, so the data compares directly.

Holland & Barrett scraper: what we collect

For Holland & Barrett we set up recurring collection: availability, dispensing status, leaflet data. Cadence ranges from a one-off export to several refreshes a day.

Scraping DA Drogist

For DA Drogist we collect dispensing status, leaflet data — with change history — useful for repricing and assortment control.

how we work

From request to first delivery

01

Scope the task

We fix the stores, fields, catalog depth and refresh frequency.

02

Free sample

A data fragment in the agreed structure — before any payment.

03

Collect & validate

Full collection with completeness and consistency checks.

04

Deliver & refresh

File, API or database — refreshed on your schedule.

questions & answers

Frequently asked questions

Do you match analogues by active ingredient?
Yes, we collect the INN and group medicines by it — the full analogue field with per-chain prices becomes visible.
Can availability be tracked per pharmacy?
Yes, when a chain publishes per-store stock we collect availability down to pharmacies and cities.
Do you cover only the OTC segment?
We collect public site data in full, including prescription items with their dispensing status — price and availability data is open.
request data

Need scraping of online pharmacies?

Describe the task — we will set up a price scraper for it, propose the field set and refresh cadence, and send a free data sample for the stores you pick.

We'll respond within one business day.