US Product Review Data Extraction builds structured review datasets from Amazon, Walmart, and Target, capturing ratings, review text, review dates, verified status, product details, and review volume. Automated data collection supports sentiment analysis, competitor benchmarking, theme and topic extraction, customer feedback analysis, and review trend intelligence. Clean datasets delivered through APIs, CSV/JSON files, or dashboards help brands identify recurring issues, product strengths, and changing customer preferences.