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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

Article

Real-Time Data Streaming Architecture for Large-Scale Web Extraction: A Guide for Enterprises

As data-driven decision-making becomes central to enterprise operations, real-time access to web data is increasingly critical. Traditional scraping approaches that[…]

Article

Analyzing Real Estate Data for Investment Decisions

Investing in real estate can be rewarding, but it’s risky without the right information. Knowing where to invest, how much[…]

Article

How to Scale Reddit Data Extraction for Large Datasets Without Losing Accuracy

Reddit hosts millions of posts and comments daily, making it a goldmine for businesses seeking insights. However, extracting large datasets[…]

Article

How Automated Product Data Extraction Can Give You a Competitive Edge in Retail and Marketplaces

Every retailer, CPG brand, or marketplace operator knows the challenge: product data is everywhere but rarely in the right format[…]

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How Web Scraping Powers AI Training: Grepsr’s Deep Dive into Large-Scale AI/ML Data

Artificial intelligence and machine learning models are only as good as the data they’re trained on. High-quality, diverse, and comprehensive[…]

Article

Fine-Grained Sentiment & Emotion Detection: Grepsr’s LLM-Powered Insights Beyond Polarity

Enterprises today are no longer satisfied with basic positive, negative, or neutral sentiment scores. Understanding the full spectrum of human[…]

Article

How Website Scrape Helps E-commerce Businesses Monitor Competitors and Prices

Staying competitive in online retail isn’t just about having great products—it’s about knowing what your competitors are doing. Prices, promotions,[…]

Article

Managed vs. API-Based Web Scraping: Which Model Fits Your Business?

Web scraping is essential for businesses that rely on structured web data for analytics, competitive intelligence, and market research. Two[…]

Article

Why “Just Add Proxies” Is Not a Scaling Strategy

Many teams believe that adding more proxies will automatically solve web scraping failures at scale. While proxies help distribute requests[…]

Article

Training Computer Vision Models with Geospatial POI Data: Leveraging Web Data for Smarter AI

Geospatial data, particularly Points of Interest (POI) information, is increasingly valuable for AI applications such as urban planning, retail site[…]

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