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Blog

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

Article

Price Intelligence vs MAP Monitoring: How Enterprises Gain Control Over Pricing and Compliance

It’s a scene that plays out in boardrooms across industries. A pricing manager points to a dashboard filled with competitor[…]

Article

Why Most Enterprises Fail at SKU-Level Price Monitoring (and How to Get It Right)

Price monitoring is easy to say. It’s deceptively simple in most presentations: track prices at the SKU level, analyze trends,[…]

Article

How Reliable Competitor Data Transforms Pricing Decisions

Dynamic pricing usually fails quietly. Not in a dramatic way. Not with a system outage or a broken dashboard. It[…]

Article

How Enterprises Design Real-Time Price Intelligence Systems (And Why Most Never Get There)

Your pricing team doesn’t complain when data is wrong. Not at first. They adapt.They hedge.They add manual checks.They build “confidence[…]

Article

Why DIY Price Scrapers Collapse After 10K SKUs (And How Enterprises Can Fix It)

Picture this: your pricing team is thrilled. After months of development, the internal price scraper is finally live. It monitors[…]

Article

How Enterprises Extract Reliable Prices from JavaScript-Powered Competitor Sites

It starts simple enough: a pricing manager wants to track competitor prices. They point to a website, a few SKUs,[…]

Article

How Enterprises Separate Signals from Noise in Large-Scale Market Monitoring

Enterprises face a constant challenge: every day, thousands of data points appear across news sites, forums, social media, product listings,[…]

Article

How Enterprises Measure Customer Sentiment Across Reviews, Forums, and Communities

Customer feedback is everywhere. From eCommerce reviews to social media chatter and niche forum discussions, enterprises have access to an[…]

Article

Building an Enterprise-Grade Voice of Customer System with Web Data

For most enterprises, understanding the customer is a perpetual challenge. Surveys, focus groups, and NPS scores provide some insight—but they[…]

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