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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

Article

Home Prices Are Shifting in 2026: Which Areas Remain Affordable?

The U.S. housing market is changing rapidly. As home prices rise and inventory tightens, buyers and investors are asking: “Which[…]

Article

How Hotels Maintain Listing Accuracy Across Hundreds of OTAs Using Web Scraping

Hotel listings across OTAs can make or break revenue. Even small inconsistencies in pricing, availability, room types, or amenities can[…]

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Investors’ Guide 2026: Track Key Real Estate Metrics with Structured Data

Investing in real estate in 2026 requires more than intuition—it requires data-driven decisions. With rapidly shifting markets, understanding which metrics[…]

Article

Top 5 U.S. Regions to Watch in 2026: How Structured Web Data Reveals Housing Surges

Real estate markets are shifting rapidly across the United States. For investors, brokers, and developers, identifying regional housing surges before[…]

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Is Your Dream Home Affordable in 2026? How Structured Data Reveals City Comparisons

As the U.S. housing market evolves, buyers and investors are asking: “Can I afford my dream home in 2026, and[…]

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How Marketplace Reviews Reveal Product and Consumer Trends

Marketplace review and Q&A sections are often overlooked, yet they contain rich semantic signals about customer priorities, satisfaction, and emerging[…]

Article

Using Web Scraping to Track OTA Promotions and Flash Sales in Hospitality

Promotions, flash sales, and limited-time discounts have become standard in the hospitality industry. Travelers are constantly hunting for deals across[…]

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New vs Resale Homes: How Structured Inventory Data Guides 2026 Buyers

For buyers, investors, and real estate professionals, understanding the balance between new construction and resale homes is essential for making[…]

Article

Mortgage Rates Are Changing Fast: How Structured Web Data Helps Buyers and Investors in 2026

Mortgage rates in the U.S. are shifting rapidly, creating uncertainty for buyers, investors, and real estate professionals. Understanding how these[…]

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How Cross-Platform Data Extraction Reveals Niche Marketplace Trends

Niche marketplaces—platforms catering to specialized product categories or regional audiences—are becoming a significant part of the ecommerce ecosystem. For enterprise[…]

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