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

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[…]

Article

The Enterprise Guide to Price Intelligence Data Models in Retail and Travel

Price intelligence is more than just scraping competitor prices. For retailers and travel companies, raw price feeds are often messy,[…]

Article

How Enterprises Measure ROI from Automated Price Intelligence Programs

Investing in automated price intelligence programs sounds like a no-brainer—until the CFO asks the hard question: “This system cost six[…]

Article

How Strategy and Corporate Development Teams Leverage Automated Market Intelligence

For strategy and corporate development (Corp Dev) teams, timing and accuracy are everything. Decisions about mergers, acquisitions, partnerships, or market[…]

Article Articles Knowledge Base

From Data to Decisions: Automating Analysis Post-Scraping (2026 Guide)

In a market that changes every week, collecting web data is only the first mile. The real advantage comes from[…]

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