{"product_id":"amazon-review-rating-scraper-ai-powered-insights","title":"Amazon Review \u0026 Rating Scraper: AI-Powered Insights","description":"\u003ch3\u003eAmazon Review \u0026amp; Rating Scraper: AI-Powered Insights\u003c\/h3\u003e\n\n\u003cp\u003eThe Amazon Review \u0026amp; Rating Scraper skill enables the extraction of customer reviews and product-level rating summaries directly from Amazon. By utilizing this tool, users can gather data by specifying product URLs, keywords, or categories. With support for star-rating and sorting filters, across 23 Amazon domains, the scraper organizes data into JSON rows including fields such as productAsin, ratingScore, reviewTitle, reviewDescription, and isVerified.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRetrieves Amazon customer reviews and product ratings based on product URL, keyword, or category.\u003c\/li\u003e\n    \u003cli\u003eApplies star-rating and sorting filters to refine data extraction.\u003c\/li\u003e\n    \u003cli\u003eSupports data extraction across 23 Amazon domains.\u003c\/li\u003e\n    \u003cli\u003eOutputs extracted data in JSON format, including fields for productAsin, ratingScore, reviewTitle, reviewDescription, and isVerified.\u003c\/li\u003e\n    \u003cli\u003eOffers repeatable exports of public Amazon data, deliverable as CSV or JSON files.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers utilizing AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eData analysts seeking comprehensive Amazon review data for analysis purposes.\u003c\/li\u003e\n    \u003cli\u003eMarketing teams interested in gathering customer sentiment analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eGenerating Amazon review summaries for competitive analysis.\u003c\/li\u003e\n    \u003cli\u003eCollecting customer feedback data for internal reporting and product improvement.\u003c\/li\u003e\n    \u003cli\u003eExporting Amazon data to spreadsheet applications for trend analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDeveloped with agent-skills and aiapplication capabilities.\u003c\/li\u003e\n    \u003cli\u003eCompatible with n8n workflows, as documented on GitHub, for process automation and integration.\u003c\/li\u003e\n    \u003cli\u003eUtilizes JSON output schema for structured data export.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThis skill gathers publicly available information only. Users must comply with Amazon's terms of service, and it does not bypass authentication or CAPTCHA.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003ebolvein-firex\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/bolvein-firex\/scraping-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ebolvein-firex\/scraping-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53546019356983,"sku":"MCP-BOLVEIN-FIREX-SCRAPING-SKILLS-AMAZON-CUSTOMER-REVIEW-AND-RATING-SUMMARY-SCRAPER","price":35.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/L6mAAp8A1pi-kvVZXvVmH_1b9d60bf96bc4f179804d3ef4ec9fec1.jpg?v=1793955981","url":"https:\/\/mcpcart.com\/products\/amazon-review-rating-scraper-ai-powered-insights","provider":"SPF PRO","version":"1.0","type":"link"}