Feedback Categorization
by AaaS · open-source · Last verified 2026-03-28
Categorizes unstructured user feedback from support tickets, interviews, NPS surveys, and social mentions into actionable themes. Identifies feature requests, bug reports, UX complaints, and praise clusters, enabling product agents to aggregate signal from noise across thousands of data points.
https://aaas.blog/skill/feedback-categorization ↗C
C—Below Average
Adoption: BQuality: AFreshness: ACitations: FEngagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- theme-extraction, sentiment-classification, feature-request-detection, bug-report-identification, cross-source-aggregation
- Integrations
- intercom, zendesk, slack, nps-tools, social-apis
- Use Cases
- roadmap-prioritization, voice-of-customer, product-analytics
- API Available
- No
- Difficulty
- intermediate
- Prerequisites
- Supported Agents
- uc-product-requirement-tracer, uc-churn-preventer
- Tags
- product-management, feedback, nlp, categorization, clustering
- Added
- 2026-03-28
- Completeness
- 87%
Index Score
42Adoption
64
Quality
80
Freshness
88
Citations
1
Engagement
0