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Notes from the team.

Practical writeups on web scraping, anti-bot tactics, structured extraction, SERPs and the messy realities of building data pipelines for AI.

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How to Scrape Google Search Results

Curious about how to scrape data from Google's Search Engine Results Pages (SERPs)? In this comprehensive guide, you'll discover how Google SERPs are structured, the essential tools for automated scraping, like Playwright for JavaScript rendering, and how to parse dynamic content.

Vishesh Nagpal Mar 13, 2025 16 min read

Safeguarding Your Website from Abusive Web Scraping

Abusive scraping can cause significant problems for website owners, including server overload, unauthorized data extraction, and the potential exposure of sensitive information. Implementing effective anti-scraping mechanisms is crucial to protect your website from these threats.

Sam Sep 19, 2024 7 min read

Is Web Scraping Legal?

The issues of legality and ethics surrounding web scraping are a massive grey area. While some may be in favor of web scraping, others might not share the same enthusiasm. This is what makes the subject so controversial.

Sam Dec 23, 2022 8 min read