review-analyst-agent

Analyze product reviews by aggregating data from Amazon, App Store, Google Play, G2, Capterra, Reddit, and Trustpilot to extract sentiment patterns, categorize complaints by theme, and surface root causes. The skill processes multiple sources simultaneously and returns structured sentiment overview, top complaints, and top praise in a single report.

Prioritize improvements using a priority matrix that ranks issues by frequency and severity extracted from review analysis. The skill synthesizes complaints and feature requests across sources, then generates an actionable plan with recommended next steps ranked by impact.

Yes. This approach analyzes sentiment, identifies common issues, tracks feature requests, and produces a concrete action plan suitable for roadmap prioritization. It applies to e-commerce products, SaaS, apps, and services across all major review platforms.

Extract insights by applying sentiment analysis and issue identification to reviews, categorizing feedback by theme and severity. The skill aggregates patterns across sources and generates prioritized recommendations with specific actions tied to identified problems.

Provide review data or connect to your sources: Amazon, App Store, Google Play, G2, Capterra, Reddit, or Trustpilot. The skill accepts datasets and returns structured analysis including sentiment overview, categorized issues, feature requests, and a prioritized action plan.

Review analysis applies to e-commerce products, SaaS, apps, and services. It aggregates feedback from all major platforms and produces the same sentiment, issue, and recommendation outputs regardless of product type.