VERILUMEStructured output
Data delivered as a clean spreadsheet, CSV or JSON file with the columns you need, ready to filter, analyse or import.
DATA OPERATIONS
Data Scraping & Mining
Website data collected and organised into clean files, only where access and source terms allow it.
WHAT THIS SUPPORT IS FOR
Website data, collected and cleaned for you.
For businesses that need information from many web pages, such as directories, listings or product catalogues, turned into one clean, structured file.
Cleaned and checked
Duplicates removed, formats standardised and gaps flagged, so you receive usable data rather than a raw dump.
Responsible collection
We only collect publicly available information where the website’s terms and access rules allow it, and we never get around logins or paywalls.
Start with a clear brief.
What to share
A sample of the data or source, any access we need, the fields you want, the rough volume and your preferred format.
What to expect
A clean spreadsheet, CSV or CRM-ready file, with notes on anything we couldn’t confirm.
Good to know
We never get around logins or paywalls, and we never guess. If a value is missing, we flag it. Sensitive data is only handled with your clear approval.
Pricing that fits the work.
Starter
A one-off project with a clear scope and agreed deliverables.
Monthly Growth
Ongoing monthly support with agreed priorities and regular check-ins.
Custom
A tailored plan for larger, multi-service or high-volume work.
HOW WE WORK
Data scraping with defined fields and quality checks.
Define the data requirements
We confirm the fields, sources, exclusions and delivery format with you.
Process the records
We do the research, collection or clean-up, keeping a note of where each record came from.
Quality check and deliver
We check formatting, duplicates and your quality rules before handing it over.
COMMON QUESTIONS
Questions about data scraping.
Which websites can you collect data from?
Publicly accessible websites where collection is permitted. Before we start, we review the source, its terms and any technical limits, and tell you honestly if it isn’t suitable.
What format will I receive?
Usually Excel, Google Sheets or CSV. Other formats, such as JSON for developers, can be agreed in the scope.
Can the data be refreshed regularly?
Yes. Some projects are one-off; others need a weekly or monthly refresh. We agree the schedule and how changes are highlighted.
Do you collect personal data?
Only where there is a clear, lawful business purpose that you have approved. Many projects need company information only, which keeps things simpler.
Let’s discuss your project.
Tell us what you need help with. We usually reply within one business day.
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