Web Scraping & Data Extraction Services

Web scraping is legal when: scraping publicly available data (no login required), the data does not include personal information protected by GDPR/CCPA without appropriate basis, and the scraping does not violate the target site's Terms of Service in a way that creates legal risk for your organisation. ClickMasters only builds scrapers for publicly accessible, non-login-required data, and advises clients on ToS compliance before building. ClickMasters will not build scrapers that: bypass authentication or paywalls, scrape personal data without a lawful basis, or intentionally circumvent security measures in violation of the Computer Fraud and Abuse Act (CFAA) or equivalent laws. If the data you need requires a login, the correct approach is negotiating a data partnership or API access with the target.

Scrapy is an asynchronous Python spider framework optimised for high-throughput scraping of server-rendered HTML it is fast, memory-efficient, and well-suited for static HTML pages where the data is in the page source. Playwright is a browser automation library that runs a full Chromium/Firefox/WebKit browser it handles JavaScript-rendered content (React SPAs, dynamically loaded data, infinite scroll) that Scrapy cannot access because Scrapy only sees the server's HTML response, not the page after JavaScript execution. ClickMasters uses Scrapy for high-volume static HTML scraping (news sites, product catalogues, directories) and Playwright for JavaScript-heavy sites (modern SPAs, sites with dynamic loading, sites requiring JavaScript interaction to reveal data). For anti-detection requirements, Playwright with stealth plugins is more effective than Scrapy's built-in features.