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An in-house team of 20+ engineers and analysts serving clients in 12+ countries.

About us
Financial and regulated

Pharmacy prices, trials and approvals, tracked responsibly.

Pharma and healthcare teams need a current view of how medicines are priced and stocked, which trials are running and what regulators have decided. We extract this from online pharmacies, public trial registries and regulator sites. We do not collect personal health data.

Business challenges

What makes this industry hard to track.

01

Matching medicines accurately

The same molecule appears under brand and generic names, strengths and pack sizes. Matching must be precise, as small errors change the meaning.

02

Regulated price displays

Prescription medicines are often not priced publicly, while over-the-counter products are. Scope must respect what can be shown in each market.

03

Registries in many formats

Trial registries and regulator databases differ in fields, update cycles and languages.

04

Sensitive context

Healthcare data must exclude any personal or patient information, and sources need careful review before collection.

What you can track

Eight data points our clients rely on.

Pharmacy prices

Prices of over-the-counter and publicly priced products at online pharmacies.

Availability

In-stock and out-of-stock status by pharmacy and location.

Product attributes

Active ingredient, strength, form and pack size.

Generic and biosimilar entries

New alternatives first listed for a molecule.

Clinical trial records

Trial phase, status, sponsor type, conditions and sites from public registries.

Regulatory decisions

Approvals, safety notices, recalls and shortage notices from regulators.

Reimbursement lists

Public formulary and reimbursement list changes.

Healthcare facility listings

Clinics, pharmacies and hospitals from public directories.

Sample dataset

An illustrative extract.

Illustrative online pharmacy price and availability capture (over-the-counter products)
DateSourceCityProductPackPriceCurrencyStock
2026-02-09Online pharmacy AKuwait CityParacetamol 500mg tablets240.850KWDIn stock
2026-02-09Online pharmacy BSydneyCetirizine 10mg tablets3012.99AUDIn stock
2026-02-09Online pharmacy CBogotáIbuprofen 400mg tablets208900COPOut of stock
2026-02-09Online pharmacy DHoustonOmeprazole 20mg capsules4224.49USDIn stock
2026-02-09Online pharmacy ELyonVitamin D3 1000 IU609.90EURIn stock

Illustrative rows. Sources, markets and fields are agreed with you during scoping.

Use cases

How teams put it to work.

Pharmacy price and stock monitoring

Regular tracking of price and availability for your OTC and consumer health range, and competing products, across online pharmacies.

Clinical trial landscape

A structured feed of new and updated trials by condition, phase and sponsor type, drawn from public registries.

Regulatory and shortage watch

Daily capture of approvals, safety notices, recalls and shortage announcements from regulators in your markets.

FAQ

Questions about healthcare and pharma data

Can’t find your answer? Ask an engineer

Do you collect any personal health data?

No. We exclude patient, prescriber and any other personal health information by design. Our healthcare work covers products, prices, trials and regulatory publications only.

Can you track prescription medicine prices?

Only where prices are lawfully published, such as public price lists or reimbursement schedules. Many markets restrict public pricing of prescription medicines, and we scope projects accordingly.

Which trial registries do you cover?

We work with national and international public trial registries relevant to your markets. Records are standardised into common fields such as phase, status, condition and sponsor type.

How quickly can regulatory notices be delivered?

Regulator pages can be checked daily or more often, with new items delivered by email, webhook or API. Each notice keeps its original link and publication date.

Start with proof

See your own data before you commit.

Name the sources and fields you need. Within 24–48 hours you receive a real sample from your target sites, in your format, free of charge.

Request a free sample Talk to a data engineer Sample in 24–48 hours · NDA on request · Any format, any schedule