Amazon Review & Rating Scraper: AI-Powered Insights
Amazon Review & Rating Scraper: AI-Powered Insights
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Amazon Review & Rating Scraper: AI-Powered Insights
Amazon Review & Rating Scraper: AI-Powered Insights
The Amazon Review & 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.
What this skill does
- Retrieves Amazon customer reviews and product ratings based on product URL, keyword, or category.
- Applies star-rating and sorting filters to refine data extraction.
- Supports data extraction across 23 Amazon domains.
- Outputs extracted data in JSON format, including fields for productAsin, ratingScore, reviewTitle, reviewDescription, and isVerified.
- Offers repeatable exports of public Amazon data, deliverable as CSV or JSON files.
Who it is for
- Developers utilizing AI coding agents such as Claude Code, Cursor, and Codex.
- Data analysts seeking comprehensive Amazon review data for analysis purposes.
- Marketing teams interested in gathering customer sentiment analysis.
Use cases
- Generating Amazon review summaries for competitive analysis.
- Collecting customer feedback data for internal reporting and product improvement.
- Exporting Amazon data to spreadsheet applications for trend analysis.
Technical details
- Developed with agent-skills and aiapplication capabilities.
- Compatible with n8n workflows, as documented on GitHub, for process automation and integration.
- Utilizes JSON output schema for structured data export.
This skill gathers publicly available information only. Users must comply with Amazon's terms of service, and it does not bypass authentication or CAPTCHA.
Source & Licence
This package is built on open-source work published by bolvein-firex (bolvein-firex/scraping-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your 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.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This 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.
Claude, 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.
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