Platform · Well Pharmacy

Well Pharmacy Data Scraping

Hundreds of branches, closing some, each offering its own mix of services. A national average of that is not a fact about any branch.

Well Pharmacy data scraping covers branch, service and product data from the UK pharmacy chain owned by the Bestway Group. Two things shape it. The branch network is shrinking — from 733 to 715 branches in the year to June 2025 — so openings and closures are dated events. And services such as vaccinations are offered and priced branch by branch, so the branch is part of every service record. No patient data, no prescriptions and no individual health information are collected, and reviews that disclose a condition are excluded.

For a community pharmacy chain, the branch directory is the product. It has to be right on the day it is read.

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Free pilot on your own Well Pharmacy list, returned in 24 hours. No card, no trial clock — and you keep the sample data either way.

wellpharmacy_sample.jsonl LIVE FEED

{"branch_id":"b-0412","service_name":"flu vaccination","service_price":16.99} {"branch_id":"b-0977","last_seen":"2026-08-30","event":"closure"} {"staff_names":null,"appointments_booked":false}

illustrative sample rows · GBthe branch is the unit · schema v1.0

Independence and trademarks. Actowiz Solutions is not affiliated with, endorsed by or connected to Well Pharmacy or its owners. Well Pharmacy and related marks belong to their respective owners, used here only to name the publicly accessible source this service collects from.

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Well Pharmacy at a glance

How we handle Well Pharmacy specifically

Platform-specific handling, not a generic retail template pointed at a different domain.

Retailer: Well Pharmacy — Bestway Group, UK
Branches: 733 to 715 in the year to June 2025
So: Openings and closures as dated events
Services: Offered and priced by branch
So: branch_id on every service record
Online: Retail shop and online services
Branch data: Businesses only; no staff names
Refresh: Weekly for branches; daily for retail

Platform specifics

The branch is the unit

These are the reasons a Well Pharmacy dataset needs its own handling rather than a shared retail schema.

A network that changes

Well has been closing branches it considers non-core. A branch directory read once goes stale.

branch_id, address, opening hours and services as published.
first_seen and last_seen on every branch, so closures are events, not silent removals.
Opening hours recorded as published, with bank-holiday exceptions where shown.
Branch staff are not recorded; the branch is a business.

Services by branch, and what we do not do

Services

Vaccinations and other private services are offered at some branches and not others, and may be priced differently. service_name, service_price and branch_id are recorded together, and a service price is never averaged across branches without saying so.

NHS services

Services commissioned by the NHS are recorded as available where the branch says so; they have no retail price.

Retail

The online shop is collected like other UK pharmacies, with legal_category on medicines.

What we do not do

Average service prices silently, remove closed branches without a date, record staff names, or collect patient or health data. Appointment slots are never booked.

Scope

What we collect on Well Pharmacy, and what we do not

The right column matters more than the left. Anyone can list fields; the limits are what tell you whether the dataset will hold up.

✅ What we collect

branch_id with address, hours and services as published
first_seen and last_seen on every branch
Closures recorded as dated events
service_price with its branch
NHS services recorded as available, not priced
Retail products with legal_category
Bank-holiday hours where shown
Weekly branch refresh
No appointments ever booked

❌ What we do not, and why

Service prices averaged across branches without saying so
Closed branches removed without a date
Staff or pharmacist names
Appointments booked to see availability
Patient or health data

Core Well Pharmacy fields

The full dictionary is agreed during scoping. These are the fields specific to this platform.

Field	What it is on this platform
branch_id / address / postcode	As published
opening_hours	As published
services_listed	As published
service_name / service_price	Per branch, where priced
nhs_service_flag	Commissioned services, no price
first_seen / last_seen	Branch lifecycle
event / event_date	Openings, closures
product_id / name / price	Online retail
legal_category	GSL, P, as stated
unit_price	As displayed
observed_at	Timestamp

Use cases

What teams do with Well Pharmacy data

Pharmacy network mapping

Where Well's branches are, and how the network changes.

Private service pricing

Vaccination and service prices by branch.

Access analysis

Opening hours and services available by area.

Retail pricing

Online shop prices beside other UK pharmacies.

The 24-hour sample — run on your sources, not ours

Send us a Well Pharmacy item or category list. We run real collection against it and return the output within 24 hours, with the platform-specific fields populated so you can check them yourself rather than take our word for it.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

The same collection pipeline exposed as an authenticated REST endpoint your systems query directly.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A defined pull for a specific question — market sizing, diligence, a pitch, a one-off audit.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Every engagement is quoted individually, because the honest answer depends on your scope: how many sources, how many records, how often, and how the data reaches you. We scope it with you, run a free pilot on your own sources, and then quote a fixed monthly figure — no per-request metering and no overage billing when volumes move. Request a quote and you will have a number after one call.

Well Pharmacy is usually collected alongside its competitors

Almost nobody buys a single platform in isolation. Well Pharmacy data becomes useful when it sits next to the competitor set on one schema, refreshed on one schedule, so a price index or availability comparison is genuinely like-for-like.

That is what healthcare & pharmacy data covers, and a Well Pharmacy-only engagement can be expanded into it without rebuilding. If you already know you need several platforms, start there instead — it is the same pipeline and usually the better scoping conversation.

FAQ

Well Pharmacy data scraping: frequently asked questions

Platform-specific questions, including what cannot be collected here.

It reported going from 733 to 715 branches in the year to June 2025, closing non-core sites. We record openings and closures as dated events.

Because services and their prices differ between branches. A national figure would describe no actual branch.

Never. Only published availability is recorded.

No. Branches are recorded as businesses.

The Bestway Group, since 2014.

It depends on branches, services and refresh frequency.

Talk to us.

See real Well Pharmacy data before you commit to anything

Send us an item or category list. We return the output within 24 hours with the platform-specific fields populated.

Get a free sample Talk to an engineer

Free pilot, no card, no obligation. If we cannot collect a field you need on this platform, the sample shows you that too.

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