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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

How-To Guides

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[…]

Comparisons & Buying Decisions

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[…]

AI, ML Training Data

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.[…]

AI, ML Training Data

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[…]

AI, ML Training Data

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[…]

How-To Guides

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,[…]

E-commerce & Retail

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[…]

Market Intelligence

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[…]

AI, ML Training Data

The Future of Data Acquisition AI, Automation, and Smarter Decisions

Data acquisition is evolving rapidly. Businesses now need real-time, accurate, and actionable data to drive smarter decisions, and emerging technologies[…]

Market Intelligence

How a Leading Retail Analytics Company Increased Market Intelligence Accuracy by 40% Using Grepsr

For businesses that rely on competitive insights and market data, accuracy and timeliness are critical. Many companies struggle with fragmented[…]

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