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/segmentation

Use when designing filters, suppression logic, and personalization cohorts

From plugin
gtm-agents
368200 skills200 agents199 commands
Install
$ npx -y skills add gtmagents/gtm-agents --skill segmentation --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/segmentation

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when designing filters, suppression logic, and personalization cohorts

SKILL.md

segmentation.SKILL.md
name: segmentation
description: Use when designing filters, suppression logic, and personalization cohorts
  for campaigns or automations.

Advanced Segmentation Playbooks

When to Use

  • Planning campaigns requiring persona, lifecycle, or behavioral splits.
  • Creating suppression logic to protect deliverability and compliance.
  • Building engagement tiers for experimentation and reporting.

Framework

1. **Lifecycle Grid** – axis of lifecycle stage vs engagement level. 2. **Data Integrity** – confirm consent, field completeness, and recency. 3. **Priority Scoring** – route high-value segments to premium workflows.

Checklist

  • ✅ Primary filter (persona, stage, product usage)
  • ✅ Secondary filters (intent, region, business size)
  • ✅ Suppress: unsubscribed, bounced, low engagement, legal blocks
  • ✅ Personalization fields: {{first_name}}, {{company}}, dynamic modules

Templates

  • **Segmentation Matrix**: See `assets/segmentation_matrix.md` for tier definitions and logic examples.
  • **Launch Tiering** – VIP, Prospects, Dormant with separate cadence and pacing table.
  • **Signal-Driven** – product milestones trigger micro-segments; includes trigger → audience matrix.
  • **Compliance Safe** – CASL/GDPR consent matrix + suppression filters by region.

Tips

  • Keep segment definitions in a shared schema doc for consistency.
  • Use dashboards to monitor size changes week over week.
  • Pair segmentation with A/B testing to validate hypotheses.
Read more
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