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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

Article

How to Web Scrape Tables in Python Without Breaking When Sites Change

Scraping tables from websites is one of the most common ways to collect structured data. From financial reports to product[…]

Article

Scraping Dynamic Websites at Scale: Challenges No Tutorial Talks About

Scraping dynamic websites is often portrayed as straightforward in tutorials. A few lines of Python, some libraries like BeautifulSoup or[…]

Article

How Enterprises Scrape Competitor Websites Without Getting Blocked

Enterprise teams rely on competitor data to make pricing, product, and strategic decisions. Even small delays or gaps in information[…]

Article

Page Scraping Software vs Custom Scrapers: Cost, Risk, and Scale Compared

Businesses looking to extract web data often face a critical decision: should they use page scraping software or build custom[…]

Article

Scraping Amazon Product Information

An Expert Handbook for Reliable, Scalable, Business-Grade Data Amazon product data sits at the center of modern commerce intelligence. Pricing[…]

Article

How to Harness Web Scraping with LLMs for Your Next AI Project

The modern AI landscape relies on one critical resource: data. Every successful AI project, whether it is a recommendation engine,[…]

Article

What Housing Experts Are Revealing About 2026 Markets Through Structured Data

As the 2026 housing market takes shape, experts are emphasizing one thing: data is critical for making informed decisions. Whether[…]

Article

Web Scraping for Businesses: Tools, Techniques, and Scalable Alternatives

For enterprises, the challenge is not a lack of data, it is accessing the right data at the right scale.[…]

Article

How Structured Web Data Helps Identify Hot Real Estate Markets Early

In real estate, timing is everything. The difference between a successful investment and a missed opportunity often comes down to[…]

Article

How Structured Web Data Reveals First-Time Buyer Trends in 2026

First-time homebuyers are a critical segment of the U.S. housing market. In 2026, rising prices, changing mortgage rates, and shifting[…]

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