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community-insight-taxonomy Tagging schema for classifying community signals by persona, journey, and business impact.

Community Insight Taxonomy Skill

When to Use

  • Standardizing feedback tagging across forums, events, surveys, and interviews.
  • Sharing structured insights with product, marketing, or CS teams.
  • Powering dashboards and AI routing for community signals.

Framework

  1. Persona Dimension builders, admins, execs, partners, champions, newcomers.
  2. Journey Stage onboarding, activation, adoption, expansion, advocacy, lapse.
  3. Driver Dimension product, support, education, pricing, community experience, roadmap.
  4. Sentiment & Urgency positive/neutral/negative + severity/impact.
  5. Business Linkage map to ARR tier, account health, opportunity pipeline, or churn risk.

Templates

  • Tag dictionary with definitions, examples, and confidence guidelines.
  • Airtable/Sheet schema with validation + automation hooks.
  • Quick-reference cheatsheet for moderators/interviewers.

Tips

  • Run monthly taxonomy reviews to merge duplicates and add emerging themes.
  • Capture "what good looks like" examples to maintain consistency.
  • Pair with run-member-insight-sprint for auto-tagged datasets.