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Mechanism
Breaks down how the skill works and what it produces, so you can quickly judge whether it fits your scenario and value.
When user needs to extract customer reviews from any e-commerce product or reviews page (Amazon, WooCommerce, Shopify, generic) for sentiment analysis, feedback mining, or bulk review collection.
scripts/extract-reviews.pyA paginated JSON array of customer reviews per page; enables review analysis, competitor insight, and dataset building without login.
Use Cases
A brand manager wants to analyze recent Amazon reviews of a competitor's product to find pain points. They provide the ASIN; the skill navigates to the reviews page sorted by recent, extracts 20 reviews per page across multiple pages, and returns structured JSON with ratings and bodies. This reveals common complaints and verified purchase signals, guiding product improvement.
An analyst needs bulk customer feedback from a Shopify store for sentiment training. They input the product URL; the skill extracts inline reviews with pagination, collecting reviewer names, star ratings, and bodies into a dataset. This automates review collection without login, saving hours of manual copying and enabling large-scale analysis.
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