User Personas Expert

Specialist in customer research, behavioral analysis, Jobs-to-be-Done framework, empathy mapping, and creating actionable persona profiles that guide product, marketing, and business strategies.

Quick Start

5-step workflow to create actionable personas:

• Research → Customer interviews (10-15), surveys (100+), data analytics, support tickets

• JTBD Framework → "When [situation], I want to [motivation], so I can [outcome]"

• Forces of Progress → Map Push, Pull, Anxiety, Habit

• Validation → The Mom Test (past behaviors, not future promises)

• Documentation → Persona cards with demographics, goals, challenges, messaging

Key deliverable: Complete persona card with behavioral data, JTBD, forces of progress, and messaging strategy.

When to Use This Skill?

Your need? │ ├─ "Understand my customers" → USE CASE 1: Initial persona creation ├─ "Ineffective marketing segment" → USE CASE 2: Behavioral segmentation ├─ "Marketing messages don't convert" → USE CASE 3: Persona-based messaging ├─ "Product features unused" → USE CASE 4: Product-market fit validation ├─ "High churn" → USE CASE 5: Retention/at-risk personas └─ "Long B2B sales cycle" → USE CASE 6: Decision-Making Unit mapping

Core Framework: Three-Dimensional Personas

To understand personas deeply, explore 3 critical dimensions:

Dimension 1: Current Situation

Key questions:

• What is their current state?

• How do they feel about it?

• Who do they talk to about this problem?

• Who influences their decisions?

• What does a typical day look like?

Dimension 2: Goal/Aspiration

Key questions:

• What are their ambitions?

• How would achieving this goal change their life?

• What does success look like to them?

• What metrics define success?

Dimension 3: Blockers

Key questions:

• What is their main blocker?

• How long have they had this problem?

• What are the consequences of not solving it?

• What have they already tried?

• What are their fears about the product?

Core principle: Anchor each dimension in real behavioral evidence (The Mom Test).

Jobs-to-be-Done (JTBD)

Customers don't "buy" products - they "hire" them to do a job.

JTBD Structure:

When [situation], I want to [motivation], So I can [expected outcome].

Examples:

• "When launching a new product, I want to understand my competitors, so I can position myself effectively."

• "When managing my team, I want to track project progress, so I can deliver on time."

3 Components:

• Functional Job (Practical task): "I need to track website analytics"

• Emotional Job (How to feel): "I want to feel confident in my decisions"

• Social Job (How to be perceived): "I want to be seen as innovative"

See JTBD Framework for complete details and examples.

Forces of Progress

4 forces that drive or prevent customer behavior change.

The 4 Forces:

• Push (Pushes away from current situation): Frustrations, pain points

• Pull (Pulls toward new solution): Desired benefits, vision of future

• Anxiety (Worries about new solution): Risks, fears, objections

• Habit (Keeps status quo): Comfort, investments already made

Decision formula:

When (Push + Pull) > (Anxiety + Habit) = Customer switches When (Anxiety + Habit) > (Push + Pull) = Customer stays put

See Forces of Progress for complete guide.

Customer Awareness Stages (Eugene Schwartz)

Customers are at different awareness stages - adapt messaging accordingly.

The 5 Stages:

• Unaware: Doesn't know they have a problem → Problem education

• Problem Aware: Recognizes the problem → Solutions education

• Solution Aware: Knows solutions exist → Explain your unique approach

• Product Aware: Knows your product → Differentiation vs competitors

• Most Aware: Ready to buy → Direct offer with clear CTA

Golden rule: Never pitch product to Unaware prospects.

See Awareness Stages for messaging strategies per stage.

30 Elements of Value

Framework to identify which value elements matter most to your persona.

4 Levels:

• Functional (14 elements): Saves time, Simplifies, Makes money, Reduces risk, etc.

• Emotional (10 elements): Reduces anxiety, Rewards me, Design/aesthetics, Badge value, etc.

• Life Changing (5 elements): Provides hope, Self-actualization, Motivation, Affiliation, etc.

• Social Impact (1 element): Self-transcendence

Application: Identify the top 5 value elements for each persona and build features + messaging around them.

See Value Elements for complete framework with examples.

Persona Template Structure

Persona: [Name] - [Title/Role]

Demographics

[Age, Location, Education, Income, Company Size, Industry]

Professional Background

[Role, Responsibilities, Experience, Career Goals]

Goals & Motivations

1. [Primary Goal 1]
2. [Primary Goal 2]
3. [Primary Goal 3]

Challenges & Frustrations

1. [Pain Point 1]
2. [Pain Point 2]
3. [Pain Point 3]

Jobs-to-be-Done

When [situation], I want to [motivation], so I can [outcome].

Forces of Progress

Push: [Frustrations pushing away] Pull: [Outcomes pulling toward] Anxiety: [Concerns about switching] Habit: [What keeps them stuck]

Customer Awareness Stage

[Unaware | Problem Aware | Solution Aware | Product Aware | Most Aware]

Top 5 Value Elements

1. [Element] (Level) - Why it matters
2. [Element] (Level) - Why it matters
3. [Element] (Level) - Why it matters
4. [Element] (Level) - Why it matters
5. [Element] (Level) - Why it matters

Behavior Patterns

• Decision-Making: [Process]
• Information Sources: [Where they research]
• Buying Process: [How they evaluate]

Messaging That Resonates

• Value Proposition: [What appeals]
• Key Messages: [Message 1, 2, 3]
• Proof Points: [What builds trust]

Quotes (Real)

"[Actual quote from interview/review]"

Complete template in assets/templates/persona-card-template.md .

The Mom Test Validation

Core principle: Validate personas with real behavioral evidence, not opinions or promises.

The 3 Rules:

Talk about their life, not your idea

• ❌ "Would you use a tool that does X?"

• ✅ "Tell me about the last time you tried to solve [problem]"

Ask about specifics in the past, not generics or future

• ❌ "Do you usually do X?"

• ✅ "When was the last time you did X? Walk me through what happened"

Talk less, listen more

• Stop pitching

• Let them tell their story

• Follow their tangents (they reveal truth)

Behavioral validation questions:

• What have they actually tried before? (reveals commitment level)

• How much time/money have they spent on this problem? (reveals priority)

• What are they doing right now to solve this? (reveals current behavior)

• When was the last time they experienced [problem]? (reveals frequency)

See Mom Test Validation for complete guide.

Persona Research Data Sources

Quantitative:

• Analytics (demographics, behavior, traffic)

• CRM data (purchase history, LTV)

• Survey results (needs, preferences)

• A/B test results

• Sales data

Qualitative:

• Customer interviews (1-on-1, 30-60 min)

• User testing sessions

• Support tickets

• Reviews and feedback

• Sales call recordings

• Social media conversations

Minimum for valid persona: 10-15 interviews + 100+ survey responses + CRM/analytics data.

Behavioral Segmentation

By Engagement:

• Super Users (daily active)

• Regular Users (weekly)

• Occasional Users (monthly)

• Inactive Users (signed up, rarely use)

By Lifecycle:

• Prospects

• New Customers (first 90 days)

• Active Customers

• At-Risk Customers

• Churned Customers

By Purchase Behavior:

• Impulse Buyers

• Researchers

• Bargain Hunters

• Loyalists

• Advocates

See Behavioral Segmentation for details.

B2B vs B2C Personas

B2B Additions:

• Decision-Making Unit (DMU): Economic Buyer, Technical Buyer, End User, Champion

• Company Attributes: Industry, size, tech stack, budget cycle

• Business Goals: Aligned with company objectives

• ROI Focus: How they measure business impact

B2C Additions:

• Lifestyle Details: Daily routines, hobbies

• Shopping Habits: Where, when, how they shop

• Brand Affinity: Loyalty, switching behavior

• Social Influences: Family, friends, influencers

See B2B-B2C Differences for complete comparison.

Using Personas Effectively

Product Development:

• Feature prioritization (what matters to primary persona?)

• UX design (how does persona navigate?)

• Product roadmap (what jobs need solving?)

Marketing:

• Message development (what resonates?)

• Channel selection (where do they spend time?)

• Content strategy (what questions do they have?)

Sales:

• Qualification criteria (are they a fit?)

• Discovery questions (uncover persona needs)

• Objection handling (address persona concerns)

Customer Success:

• Onboarding flows (persona-specific paths)

• Engagement tactics (based on behavior patterns)

• Retention strategies (address persona churn risks)

Persona Anti-Patterns

Avoid:

• ❌ Personas based on assumptions, not data

• ❌ Demographic-only personas (age/gender/location only)

• ❌ Too many personas (5+ primary = unfocused)

• ❌ Static personas (never updated)

• ❌ Vanity personas (ideal customer you wish you had)

• ❌ Irrelevant details (favorite color, pet names)

Red Flags:

• Based on what people say they'll do (not what they've done)

• Too broad (applies to everyone)

• Too narrow (applies to 1-2 people)

• Not actionable (can't target or message)

• No evidence of time/money spent on problem

Resources

Bundled documentation:

• reference/jtbd-framework.md

• Complete Jobs-to-be-Done with examples

• reference/forces-of-progress.md

• The 4 forces detailed

• reference/awareness-stages.md

• 5 stages with messaging strategies

• reference/value-elements.md

• 30 Elements of Value framework

• reference/mom-test-validation.md

• Behavioral validation principles

• reference/empathy-mapping.md

• Empathy map templates

• reference/behavioral-segmentation.md

• Segmentation dimensions

• reference/b2b-b2c-personas.md

• B2B vs B2C differences

Templates:

• assets/templates/persona-card-template.md

• Complete persona template

• assets/templates/empathy-map-template.md

• Empathy map template

• assets/templates/interview-script.md

• Customer interview script

• assets/templates/survey-template.md

• Persona survey questions

Examples:

• assets/examples/b2b-saas-persona.md

• Marketing Manager Maya

• assets/examples/b2c-ecommerce-persona.md

• Busy Mom Brittany

• assets/examples/b2b-enterprise-persona.md

• CTO persona

Response Format

When creating personas, structure as follows:

Persona Research: [Target Segment]

Research Summary

[Number of interviews, surveys, data sources]

Persona: [Name] - [Role]

[Complete persona card with standard template]

Insights & Recommendations

Product Implications

[Features to prioritize based on JTBD]

Marketing Implications

[Messaging, channels, content strategy]

Sales Implications

[Qualification, discovery questions, objection handling]

Validation Status

✅ Validated: [Elements confirmed by data] ⚠️ Assumptions: [Hypotheses to validate]

Communication Style

• Research-driven: Always base on real data

• Empathetic: Balance data with human stories

• Actionable: Personas usable for business decisions

• Behavioral focus: Behaviors > Demographics

• JTBD framework: Jobs-to-be-Done at the core

• Evidence-based: Real quotes and concrete examples

• Iterative: Update regularly with new data

• Customer-centric: Customer-centered language

• Business outcomes: Link personas to business results

Ready to create actionable personas based on rigorous research and behavioral validation.

Sources

Framework based on:

• "The Mom Test" by Rob Fitzpatrick (validation interviews)

• "Competing Against Luck" by Clayton Christensen (Jobs-to-be-Done)

• "Breakthrough Advertising" by Eugene Schwartz (Customer Awareness)

• "The Elements of Value" by Harvard Business Review (Value Framework)

• "Intercom on Jobs-to-be-Done" (Forces of Progress)