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Blog

Insights, updates, and expert articles to help you leverage web data effectively.

Articles Knowledge Base

Data Labeling at Scale: Using AI and Crowd-Sourcing

Every ML team hits the same wall sooner or later: models improve, datasets grow, and suddenly labeling becomes the slowest[…]

Articles Knowledge Base

NLP and Web Scraping: Extracting Insights from Text Data

The internet has answers to questions people never ask in surveys. Why customers really dislike a feature. What competitors are[…]

Article

How Ecommerce Trend Data Can Predict Next Season’s Bestsellers

For ecommerce teams, anticipating next season’s top-selling products is critical for inventory planning, pricing strategies, and marketing campaigns. Traditional methods—manual[…]

Article

How to Personalize Ecommerce Experiences Without Violating Privacy

Ecommerce personalization drives engagement, conversions, and customer loyalty. Recommendations, targeted promotions, and personalized product suggestions rely on accurate, structured data.[…]

Article

How Privacy Changes Impact Web Data Collection in Ecommerce

Ecommerce companies rely on web data to track competitor pricing, product trends, inventory, and consumer sentiment. However, evolving privacy regulations[…]

Article

How Web Data Powers Resale Market Forecasting

Second-hand and resale markets are growing rapidly, driven by sustainability trends, consumer cost-sensitivity, and the rise of marketplaces like eBay,[…]

Article

How Web Data Powers Subscription Insights and Churn Analysis

Subscription-based business models are growing rapidly across ecommerce, SaaS, and D2C markets. Companies need a clear view of competitor plans,[…]

Article

How Real-Time Web Data Powers Fulfillment and Pricing Decisions

Retailers and distributors operate in a fast-moving environment where pricing and inventory can change multiple times per day. Making decisions[…]

Article

How Web Data Extraction Powers Omnichannel Retail Analytics

Retail today is omnichannel. Customers interact with brands across mobile apps, desktop websites, marketplaces, and social commerce platforms. For retailers,[…]

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