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How Ficstar Uses NLP and Cosine Similarity for Accurate Menu Price Matching
At Ficstar, we use a mix of three things to get the highest possible web data accuracy. We use NLP, plus some smart statistics, and finally, human checks to make sure everything is right. By combining the speed of machines with the careful eye of people, we make sure every piece of data is reliable. I`m going to walk you through the key steps of our process. These are the same steps we use to help our clients keep track of prices and stay competitive online.


The Future of Competitive Pricing
Why Reliable Data Defines the Next Era of Pricing Strategy As CEO of Ficstar , I spend a lot of time talking to pricing managers who rely on enterprise web scraping to stay competitive. And over the years, one thing has become very clear: pricing managers are under more pressure than ever before. Margins are thin. Competitors are moving faster. Consumers are more price-sensitive. And executives are demanding answers that are backed by hard numbers, not gut feelings. I


Which AI Can Scrape Websites? Tools, Limitations, and the Human Edge in 2025
Explore the top AI web scraping tools leading the way in smarter, web data extraction. And discover what AI does for web scraping in 2025.
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