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Blog

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

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[…]

Article

Automate Competitive Content Extraction at Scale for Smarter Market Insights

Basic scraping is no longer enough for modern enterprises. Competitor websites constantly update product catalogs, promotional content, and visual assets,[…]

Article

Integrating Web Scraping with Ecommerce Recommendation Engines

Boost ecommerce recommendations with web-scraped product metadata for more accurate, personalized suggestions.Relying on internal data alone limits insights. By incorporating[…]

Article

Turning Web-Scraped Pricing Data Into Predictive Demand Models

Predictive demand models use pricing signals to forecast how customer demand will change before prices move.Web-scraped pricing data adds real-world[…]

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