/segmentation
Use when designing filters, suppression logic, and personalization cohorts
$ npx -y skills add gtmagents/gtm-agents --skill segmentation --agent claude-codeHow 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.mdname: 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
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.
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