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Blog

Insights, updates, and expert articles to help you leverage web data effectively.

Article

The Real Reasons In-House Web Scraping Becomes Unreliable at Scale

Many companies start with in-house web scraping to collect data for research, pricing, or analytics. It often works well for[…]

Article

Why You’re Getting Blocked While Scraping and What Enterprises Do Differently

Getting blocked while scraping is one of the most frustrating challenges for teams. You might have a perfectly working script,[…]

Article

Why Scrapers Break Even When the Website Hasn’t Changed

Many teams are surprised when their web scrapers fail even though the website they are targeting appears unchanged. On the[…]

Article

Why Web Scraping Works in Testing but Fails in Production

If your web scraping script works perfectly during testing but struggles—or even fails—once deployed in production, you’re not alone. This[…]

Article

Why Headless Browsers Solve One Problem and Create Three Others

Headless browsers have become a popular solution for scraping dynamic websites. They can render JavaScript, handle complex pages, and provide[…]

Article

Why Web Scraping Costs More Than Expected After the First Few Months

Many companies start web scraping projects expecting low costs. Initial scripts may run smoothly, servers handle small loads, and everything[…]

Article

Reducing LLM Hallucinations With High-Quality Web-Scraped Data

Large language models (LLMs) are powerful, but even the best models can hallucinate—producing outputs that are plausible but factually incorrect.[…]

Article

Building RAG Knowledge Systems With Web Data Pipelines

Generative AI is transforming how enterprises access and leverage information—but large language models (LLMs) alone are not always enough. Out-of-the-box[…]

Article

Fine-Tuning LLMs with Web-Scraped Domain-Specific Corpora

Out-of-the-box large language models (LLMs) are powerful, but they are inherently general-purpose. For developers building applications in niche domains such[…]

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