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segmentation-framework Use to design and document customer segments with clear criteria, metrics, and governance.

Segmentation Framework Skill

When to Use

  • Building or refreshing customer personas for marketing, sales, or product usage.
  • Aligning RevOps/data teams on scoring logic.
  • Preparing documentation for GTM activation or reporting.

Framework

  1. Objective & KPIs clarify why segmentation is needed and how it will be measured.
  2. Data Inputs list sources (firmographic, technographic, usage, revenue, intent) and required freshness.
  3. Segmentation Logic outline rules/cluster definitions, decision trees, and scoring weights.
  4. Validation Checklist sample accounts, lift vs KPIs, stakeholder review.
  5. Governance refresh cadence, change management process, and owner roster.

Templates

  • Segmentation spec (definition, logic, KPIs, owner).
  • Scoring weight table + calculator.
  • Adoption tracker + feedback log.

Tips

  • Start with simple rules before layering complex clustering.
  • Document exclusions and fallback logic for incomplete data.
  • Pair with activation-map to ensure each segment has downstream plays.