Persona Generator from Research

Pro v1.0.0 1 view

Synthesize user research into evidence-based personas with demographics, goals, pain points, and actionable recommendations.

What You Get

Transform 8-30 interviews and survey data into 3-5 complete persona profiles with supporting quotes, comparison matrix, and product/marketing recommendations in under 1 hour instead of 22-102 staff hours.

The Problem

Creating user personas from research is time-consuming manual work. Product managers and UX researchers spend 22-102 hours synthesizing interviews and surveys into actionable personas, often struggling to identify distinct segments, support claims with evidence, and generate actionable recommendations.

The Solution

This skill analyzes interview transcripts, survey responses, and behavioral data to identify distinct user segments through clustering. For each segment, it synthesizes a detailed persona document with demographics, goals, pain points, behaviors, motivations, jobs-to-be-done, and 5-10 supporting quotes from actual research. Outputs include an executive summary, detailed persona profiles, side-by-side comparison matrix, evidence trail mapping sources to personas, and methodology documentation.

How It Works

  1. 1 Validate data sufficiency against minimum requirements (8-10 interviews OR 200+ surveys)
  2. 2 Collect and parse interview transcripts and survey CSV data
  3. 3 Extract behavioral patterns, demographics, psychographics, and jobs-to-be-done
  4. 4 Segment users into 3-5 clusters using pattern recognition or K-means clustering
  5. 5 Synthesize detailed persona profiles with goals, pain points, and evidence quotes
  6. 6 Create comparison matrix showing key differentiators across all personas
  7. 7 Document evidence trail and methodology for transparency

What You'll Need

  • Interview transcripts (TXT, DOC, PDF) - minimum 8-10 interviews
  • Survey CSV with demographics, behaviors, goals, and pain points - minimum 200+ responses
  • Or combination: 5+ interviews + 100+ survey responses

Get This Skill

Requires Pro subscription ($9/month)

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Examples

Customer Support Staff Personas

Generates 4 evidence-based personas from customer support research: Veteran Val (power users), Growing Grace (mid-level), New Nathan (onboarding), Struggling Sam (at-risk). Includes goals, pain points, JTBD, quotes, and actionable recommendations.

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Data Sufficiency Assessment

When research data falls below minimum thresholds, the skill provides honest assessment with options: wait for more data or proceed with provisional personas. Includes margin of error calculations and specific guidance.

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SaaS Product User Personas

Comprehensive persona system from 25 interviews and 400 surveys: Strategic Sarah (executives), Tactical Tom (daily managers), Occasional Olivia (periodic users), Struggling Sam (adoption-challenged). Full comparison matrix and evidence trail.

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