Examples for Survey Theme Extractor

Demonstrates how the skill handles partial input by providing estimated analysis framework with clear caveats about data limitations and requesting full responses for complete analysis.

Analyzes 35 NPS comments with brief feedback, extracting four themes (pricing, speed, support, documentation) with sentiment analysis identifying speed as product strength versus three pain points.

Analyzes a small set of product frustration responses, extracting themes around performance, pricing, and usability with appropriate caveats about sample size limitations.