All examples for Persona Generator from Research

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.

Input

What you provide to the skill

Please analyze 25 interview transcripts and 400 survey responses from our SaaS product. The survey includes columns for role, company size, usage frequency, main pain points, and feature preferences.

Output

What the skill generates for you

Executive Summary: User Personas for SaaS Product

Based on 25 interviews and 400 survey responses, we identified 4 distinct personas:

  1. Strategic Sarah (18%) - Executive users focused on ROI and team-wide visibility
  2. Tactical Tom (42%) - Daily users managing workflows and team coordination
  3. Occasional Olivia (28%) - Periodic users with specific use cases
  4. Struggling Sam (12%) - Infrequent users facing adoption barriers

Persona 1: Strategic Sarah

Profile

  • Age: 38-50
  • Role: Director, VP, C-suite Executive
  • Company Size: 200-2000 employees
  • Experience: 10+ years in leadership
  • Segment Size: 18% (72 survey respondents, 4 interviews)

Goals

  1. Demonstrate ROI and justify continued investment in the platform
  2. Monitor team productivity and identify bottlenecks across departments
  3. Make data-driven decisions about resource allocation
  4. Ensure consistent adoption across multiple teams

Pain Points (Ranked)

  1. Limited executive reporting - “I need board-level metrics, not task-level details” (Interview #7)
  2. Poor cross-team visibility - “I manage 5 departments but can’t see who’s overloaded” (Interview #18)
  3. Unclear ROI metrics - “I’m spending $50K/year but can’t quantify time savings” (Survey, repeated 16x)

Jobs-to-be-Done

  1. When preparing for board meetings I want to show productivity improvements so I can justify continued investment
  2. When restructuring teams I want to see workload distribution so I can allocate resources effectively

Supporting Quotes

  1. “I don’t need to see every task. I need to know: Are we faster? Are we on budget? Are we meeting goals?” (Interview #7)
  2. “The VP asked me last week what ROI we’re getting. I had no good answer.” (Interview #18)
  3. “My teams are scattered across 3 time zones. I need one dashboard showing me who’s stuck and who’s ahead.” (Interview #21)

Product Recommendations

  1. Priority 1: Executive dashboard with ROI metrics (time saved, cost per project, velocity trends)
  2. Priority 2: Cross-team capacity planning and resource allocation views
  3. Priority 3: Enterprise integrations (SSO, Salesforce, Tableau)

Persona 2: Tactical Tom

Profile

  • Age: 28-40
  • Role: Project Manager, Product Manager, Team Lead
  • Experience: 3-8 years in coordination or management
  • Segment Size: 42% (168 survey respondents, 11 interviews)

Goals

  1. Manage day-to-day team workflows and task assignments efficiently
  2. Track progress on multiple projects without constant check-ins
  3. Identify blockers early and reallocate resources quickly

Pain Points (Ranked)

  1. Notification overload - “I get 80+ notifications daily—important ones get buried” (Interview #3, Survey repeated 38x)
  2. Limited automation - “I manually update statuses and send reminders constantly” (Interview #9)
  3. Poor filtering and search - “Finding something from 2 weeks ago takes 10 minutes” (Interview #15)

Supporting Quotes

  1. “This tool is open on my screen all day. It’s my command center.” (Interview #3)
  2. “I spend 30 minutes every morning triaging notifications. There has to be a better way.” (Interview #9)
  3. “If you added smart automation—like ‘remind assignee if task overdue by 1 day’—I’d never leave.” (Interview #5)

Product Recommendations

  1. Priority 1: Smart notification filtering (digest mode, priority levels, customizable rules)
  2. Priority 2: Workflow automation (auto-reminders, status transitions, escalations)
  3. Priority 3: Advanced search and filtering (saved searches, full-text, date ranges)

Persona Comparison Matrix

Dimension Strategic Sarah Tactical Tom Occasional Olivia Struggling Sam
Segment Size 18% 42% 28% 12%
Usage Frequency 2-3x/week Daily (3-5x) 1-2x/week 2-4x/week
Primary Goal ROI visibility Workflow efficiency Complete tasks simply Drive team adoption
Main Pain Point Limited executive reporting Notification overload Interface complexity Lack of guidance
Product Priority Executive dashboards Automation & filtering Simplified views Onboarding & support
Revenue Potential Very High (Enterprise) High (Professional) Low (bundled) High (with services)

Evidence Trail

Persona 1: Strategic Sarah

  • Interviews: #7, #12, #18, #21
  • Survey filter: role IN (“Director”, “VP”, “C-suite”) AND company_size >= 200

Persona 2: Tactical Tom

  • Interviews: #3, #5, #9, #11, #15, #20, #22, #24
  • Survey filter: usage_frequency=“daily” AND role IN (“PM”, “Team Lead”, “Manager”)

Methodology Notes

Clustering Approach: Manual pattern recognition supplemented with frequency analysis on 400 survey responses
Sample Size: 25 interviews + 400 surveys = 425 data points
Validation: Cross-referenced interview themes with survey response patterns; ensured each persona represents 10%+ of user base