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Resources — Web Scraping

What is web scraping — and when should you use it?

Web scraping is the automated extraction of data from websites. Instead of copying information manually, a robot reads the page and collects the data — structured, at scale, on schedule.

From raw webpage to structured data — in four steps.

Step 1

Target the source

We identify the website, the specific pages, and the data points to extract — product prices, company names, job titles, contact details.

Step 2

Read the page

A robot navigates to the target URL and reads the page content — including JavaScript-rendered content that standard tools miss.

Step 3

Extract the data

The robot identifies and extracts the relevant data elements — text, numbers, dates, links — using the rules defined during setup.

Step 4

Deliver structured output

Extracted data is cleaned, deduplicated and delivered in the format you need: CSV, JSON, Excel, direct database write or API feed.

Common web scraping use cases.

Web scraping delivers the most value when it replaces a repetitive manual data collection task.

Pricing

Competitor price monitoring

Track competitor prices daily without manual visits. Receive a structured report every morning with changes highlighted.

Leads

Lead generation

Extract company and contact data from directories, trade registries and professional networks — ready for CRM import.

Research

Market research

Monitor product launches, news mentions, review trends and industry data — without reading every page manually.

Recruitment

Talent intelligence

Track job postings to understand competitor hiring plans and talent availability in specific skills or geographies.

Procurement

Supplier monitoring

Monitor supplier product catalogs, pricing and availability changes across platforms automatically.

Compliance

Regulatory monitoring

Track legislative updates, government procurement notices and regulatory publications — so you never miss a relevant change.

Common questions about web scraping.

Is web scraping legal?

Web scraping of publicly available data is generally legal when done ethically — respecting robots.txt, not overloading servers, not bypassing authentication, and complying with GDPR and CCPA. We only scrape public data within these boundaries.

What if the website changes its structure?

We monitor scrapers for failures and update them when site structure changes. This is included in the ongoing service — you receive the data, we maintain the bot.

Can you scrape JavaScript-rendered content?

Yes. We use browser automation (including headless browsers) to handle JavaScript-heavy pages, infinite scroll, pagination, and dynamically loaded content.

How quickly can a scraping project go live?

Simple scraping projects (single source, clean structure) typically go live within one week. Complex multi-source projects with data integration take 2–4 weeks.

Have a manual data collection task you want to automate? Tell us what you need.

Get a free process analysis

A 20-minute demo on your own workflow.

Bring one process you'd like to automate. We'll walk through what it would take, what it would cost, and whether automation is actually the right tool. No sales deck.

Book a free 20-min demo