Amazon Reviews Analysis Agent

LinkFox Amazon Reviews Agent

An agent for retrieving, filtering, and analyzing Amazon product reviews. Give it an ASIN, marketplace, star rating, sort order, or supported filters; it uses the LinkFox tool gateway to retrieve current reviews and organize negative-review pain points, positive selling points, complaints, Vine and verified-purchase markers, and product-improvement ideas.

What It Can Do

• Retrieve current reviews for an Amazon ASIN
• Use a dedicated US reviews API with all-stars, positive, and critical review counts
• Query supported markets including Canada, the UK, Germany, France, Italy, Spain, Japan, India, Australia, Brazil, Mexico, the Netherlands, Sweden, and the UAE
• Filter by one to five stars, with up to 100 reviews per star rating
• Outside the US, filter by keyword, verified purchase, or reviews with images or video where supported
• Summarize complaints and recurring positives, compare customer feedback, and extract review fields
• Return Markdown summaries and tables by default or JSON for further processing

Who It's For

Sellers researching competitor reviews, extracting customer complaints and selling points, comparing markets, or gathering review fields such as verified purchase, Vine, helpful votes, and media.

How to Use It

Ask for recent reviews of an ASIN, analyze one- and two-star complaints, inspect verified reviews containing a keyword, or summarize five-star photo reviews in a market.

Requirements and Limits

Configure LINKFOXAGENT_API_KEY. Requests go to LinkFox; omit credentials, payment details, order numbers, private business data, or unrelated competitor plans. Review data changes over time; sample sizes and filters depend on each request and marketplace. Base conclusions on the returned reviews rather than treating them as a complete market study.

Copyright and Project Attribution

Dola/Unipay assembles the Agent workflows and product descriptions and provides the hosted service. Rights in third-party projects, tools, brands, and user-supplied materials remain with their respective owners. Platform integration does not change the original licenses of third-party projects.

This service incorporates, integrates with, or builds on capabilities from LinkFox Amazon Reviews Agent.

Project author or maintainer: LinkFox AI
License: MIT-0 (bundled skill-card.md)
Project source: https://clawhub.ai/linkfox-ai/linkfox-amazon-reviews