🔍 Use Case · NLP · Retail Intelligence Extracting Product Reviewsfor Sentiment Analysis Customer reviews contain the most honest signal your product team will ever get. This use case shows how to systematically extract, structure, and run sentiment analysis on scraped product reviews — turning thousands of unstructured opinions into actionable product intelligence. 18K+ Reviewsin […]
£4.2M USE CASE · RETAIL ANALYTICS · UK Reducing Overstock LossesWith Scraped Aldi UK Data Aldi UK’s price scrapes contain signals most retailers pay consultants millions to find. This use case shows how weekly product, pricing and availability data can cut overstock write-downs by flagging slow-movers before they become losses. £4.2M Estimated annualoverstock write-down 28% […]
Dataset · Singapore Grocery Retail FairPrice Best Sellers — Price Trends & Customer Reviews A structured dataset capturing NTUC FairPrice’s top-selling grocery products across key categories, tracking how their prices have shifted over 12 months and what Singapore shoppers actually think of them. Products 120 SKUs Time Range Jan–Dec 2024 Reviews 4,800+ Categories 8 🏆 […]
Use Case Study DMart Pricing as a Baseline for Indian Grocery Price Indices Why DMart’s obsessively low, consistent prices make it the closest thing India has to a real-world “standard candle” for tracking how much everyday groceries actually cost. Coverage 340+ Stores SKUs Tracked ~5,000+ States Covered 22 States Focus FMCG + Staples The Big […]
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