How does this differ from demographic segmentation?

This skill focuses on behavioral patterns and 'Jobs-to-be-Done,' identifying segments based on what users are trying to achieve and their motivations rather than just age or location.

How many segments does the skill identify?

The skill is configured to identify a minimum of three distinct user segments to ensure a diverse and actionable view of your user base.

Can I use this for existing products or only new ones?

It is highly effective for both. For existing products, it helps identify why certain groups churn; for new products, it helps find the best initial market fit.

What data can I provide for segmentation?

You can provide interview transcripts, support tickets, survey results, product usage logs, or any other qualitative or quantitative user feedback data.

User Segmentation Research

Name: User Segmentation Research
Author: bowiemax

bybowiemax

0•

数据科学与机器学习

Analyzes user feedback and behavioral data to identify distinct customer segments based on jobs-to-be-done and motivations.

This skill transforms raw user feedback, interview transcripts, and usage logs into actionable behavioral segments. By applying jobs-to-be-done (JTBD) frameworks and cluster analysis, it goes beyond surface-level demographics to uncover the 'why' behind user behavior. It's an essential tool for product managers and researchers looking to refine product-market fit, prioritize feature development, or craft resonant marketing messages based on validated user personas and strategic prioritization recommendations.

主要功能

010 GitHub stars

02Generates rich profiles with representative quotes and specific pain points

03Provides strategic prioritization based on growth potential and implementation effort

04Maps jobs-to-be-done (JTBD) and desired outcomes for each user group

05Identifies at least three distinct, non-overlapping user segments

06Extracts behavioral patterns and usage modes from raw feedback data

使用场景

01Refining product strategy based on diverse user feedback and support tickets

02Identifying high-value customer segments for targeted feature development

03Building behavioral segmentation models from qualitative interview data

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bowiemax/pm-skills user-segmentation

For use in Claude.ai and ChatGPT

主要功能

010 GitHub stars

02Generates rich profiles with representative quotes and specific pain points

03Provides strategic prioritization based on growth potential and implementation effort

04Maps jobs-to-be-done (JTBD) and desired outcomes for each user group

05Identifies at least three distinct, non-overlapping user segments

06Extracts behavioral patterns and usage modes from raw feedback data

使用场景

01Refining product strategy based on diverse user feedback and support tickets

02Identifying high-value customer segments for targeted feature development

03Building behavioral segmentation models from qualitative interview data

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bowiemax/pm-skills user-segmentation

For use in Claude.ai and ChatGPT