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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

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[…]

Article

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

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[…]

Article

Anti-Bot Evasion & Headless Browsers at Scale: A Comprehensive Guide for Enterprise Web Scraping

Web data extraction is a critical capability for businesses in e-commerce, finance, consulting, and AI-driven industries. However, as websites deploy[…]

Article

Turning Web Data into Decisions: How Scraped Information Drives Business Impact

Companies face an increasing volume of publicly available information online, from product listings and reviews to competitor updates and industry[…]

Article

Turning the Web Into a Strategic Asset with AI Enhanced Data Collection

Enterprises operate in a landscape where access to accurate, timely, and comprehensive web data is critical. Whether tracking competitor pricing,[…]

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