Data analytics

Web scraping and automated data collection

We download data from websites, catalogues, registers and official notice boards automatically, clean it and deliver it in a format you can work with straight away. No manual copying, no outdated spreadsheets.

Data collection · daily updateSources142 websitesCleaningdeduplicationDatabase38,412 recordsOutputsAPI · Excel · e-mailItemSourcePriceChangeProduct 1042 · 500 mle-shop-a.cz€7.59−6%Product 0877 · pack of 6e-shop-b.cz€41.90+4%Product 1311 · setkatalog-c.cz€95.50newProduct 0954 · 1 le-shop-a.cz€10.390%Product 1207 · XLsrovnavac-d.cz€27.90−12%Product 0610 · minie-shop-e.cz€3.99+1%

From hundreds of pages to one clear table

Web scraping means reading data from web pages automatically. We build and run collection that works on schedule, copes with changes on the source websites and turns inconsistent data into one clean database.

  • Regular collection — hourly, daily or weekly, depending on the data.
  • Cleaning and unification — formats, units, duplicates, matching identical items.
  • Change history — you see not only the current state but also how it evolves.
  • Respect for the sources — we don’t overload other servers and we follow their rules.
MentionsPricesConversions

Use cases

Competitor prices

Tracking prices, discounts and availability across e-shops and comparison sites.

Public tenders and contracts

New tenders, contracts and register entries by keyword or industry.

Official notice boards

New notices from municipalities and authorities that concern you.

Real estate and locations

Listings, prices and market trends in specific locations.

Reviews and ratings

What customers say about you and your competitors on public platforms.

Enriching your own data

Adding publicly available information to your databases.

What you get

Clean data

A structured database with history, ready for analysis.

Output you need

Excel, CSV, Google Sheets, API or a custom dashboard.

Alerts

An e-mail when a new item or a change you care about appears.

Operation and maintenance

When a source website changes, we adjust the collection. Nothing for you to do.

FAQ — Web scraping

Is web scraping legal?

Collecting publicly available data is fine in many cases, but it depends on the specific source, its terms and the type of data. That is why we assess every brief in advance: we respect website terms, don’t overload them, and collect personal data only where there is a legal basis for it.

What if the source website changes?

We monitor collection continuously. When a website’s structure changes, we get an alert and adjust the collection — usually before you would notice any outage.

How often is the data updated?

As needed and depending on the data: from several times an hour to once a week. More frequent collection only makes sense where data really changes fast.

In what format will we get the data?

Whatever suits you: a web dashboard, an Excel or CSV export, Google Sheets, an API for your systems or a regular e-mail with what’s new.

Can you handle websites that load content with JavaScript?

Yes. We can read modern websites that render content in the browser, and we work with public APIs too.

Contact

What data do you need to collect?

Send us links to the sources and describe what you need from them. We will check feasibility and propose a solution.

What is it about?

We will use your details only to reply to your message. Privacy policy