segmentation-builder
CommunityDynamic customer segments for precise marketing.
Authorhuifer
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Dynamic segmentation is hard and time-consuming when relying on manual rules and static cohorts. Segmentation Builder automates this by combining multi-dimensional data with machine learning to create accurate segments, personas, and strategy recommendations.
Core Features & Use Cases
- Dynamic segmentation using clustering algorithms (K-Means, DBSCAN, Hierarchical, GMM) across behavioral, value, demographics, and psychographic features.
- Generate segment personas with explicit needs, motivations, and marketing strategies.
- RFM, CLV and growth-potential analyses for prioritization and targeting.
- Use cases include marketing optimization, product planning, and personalized messaging across channels.
Quick Start
Provide your customer features dataset and run segmentation-builder to produce 5-8 segments with personas and recommended strategies.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: segmentation-builder Download link: https://github.com/huifer/Shopilot/archive/main.zip#segmentation-builder Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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