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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

Building a crawler with Scrapy

Whether you're a marketer tracking competitor prices, a researcher gathering information, or a developer building the next big data-driven application, the ability to efficiently extract data from the web is invaluable.

Vishesh Nagpal Jan 3, 2025 7 min read