jobs-to-be-done

Structured framework for uncovering customer jobs, pains, and gains to validate product ideas and improve messaging. Breaks customer needs into three categories: functional jobs (tasks to complete), social jobs (how they want to be perceived), and emotional jobs (emotional states they seek or avoid) Identifies four pain types: challenges blocking progress, costliness in time/money/effort, common mistakes, and unresolved problems current solutions don't address Surfaces four gain types: expectations that exceed solutions, time/money/effort savings, adoption factors driving switching, and life improvements from easier workflows Includes step-by-step guidance for discovery, prioritization, and validation, plus anti-patterns to avoid (feature wishlists, demographics, generic statements)

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SKILL.md

$2a

2. Pains:

  • Challenges: Obstacles customers face
  • Costliness: What's too expensive in time, money, or effort
  • Common mistakes: Errors customers make that could be prevented
  • Unresolved problems: Gaps in current solutions

3. Gains:

  • Expectations: What would exceed current solutions
  • Savings: Time, money, or effort reductions that delight
  • Adoption factors: What increases likelihood of switching
  • Life improvement: How a solution makes life easier or more enjoyable

Why This Structure Works

  • Separates job from solution: "Communicate with my team" (job) ≠ "email" (solution)
  • Reveals underlying motivations: Functional job may be "track expenses," but emotional job is "feel in control of finances"
  • Surfaces competition you didn't see: Customers "hire" non-obvious alternatives (pen and paper, spreadsheets, workarounds)
  • Prioritizes by intensity: Not all pains are equal—focus on the most acute

Anti-Patterns (What This Is NOT)

  • Not a feature wishlist: "I want AI, automation, and dashboards" is not a job
  • Not demographics: "Millennials want mobile-first" is a persona trait, not a job
  • Not generic: "Be more productive" is too vague—dig into which tasks and why
  • Not one-dimensional: Focusing only on functional jobs misses social/emotional motivations

When to Use This

  • Early-stage discovery (before you know the solution)
  • Validating product-market fit (does your solution address the right jobs?)
  • Prioritizing roadmap (which jobs are most painful/important?)
  • Competitive analysis (what are customers "hiring" competitors for?)
  • Marketing messaging (speak to jobs, not features)

When NOT to Use This

  • After you've already built the product (too late for discovery)
  • For trivial features (don't over-analyze small tweaks)
  • As a substitute for quantitative validation (JTBD informs hypotheses; data validates them)

Application

Use template.md for the full fill-in structure.

Step 1: Define the Context

Before exploring JTBD, clarify:

  • Target customer segment: Who are you studying? (reference skills/proto-persona/SKILL.md)
  • Situation: In what context does the job arise? (e.g., "When managing a project deadline...")
  • Current solutions: What do they use today? (competitors, workarounds, doing nothing)

If missing context: Conduct customer interviews, contextual inquiries, or "switch interviews" (why they switched from a previous solution).

Step 2: Explore Customer Jobs

#### Functional Jobs

Ask: "What tasks are you trying to complete?"

### Functional Jobs:

- [Task 1 customer needs to perform]

- [Task 2 customer needs to perform]

- [Task 3 customer needs to perform]

Examples:

  • "Reconcile monthly expenses for tax filing"
  • "Onboard a new team member in under 2 hours"
  • "Deploy code to production without downtime"

Quality checks:

  • Verb-driven: Jobs are actions ("send," "analyze," "coordinate")
  • Solution-agnostic: Don't say "use email to communicate"—say "communicate with remote teammates"
  • Specific: "Manage finances" is too broad; "Track business expenses for tax deductions" is specific

#### Social Jobs

Ask: "How do you want to be perceived by others?"

### Social Jobs:

- [Way customer wants to be perceived socially 1]

- [Way customer wants to be perceived socially 2]

- [Way customer wants to be perceived socially 3]

Examples:

  • "Be seen as a strategic thinker by my exec team"
  • "Appear responsive and reliable to clients"
  • "Look tech-savvy to my younger colleagues"

Quality checks:

  • Audience-specific: Who is the customer trying to impress? (boss, clients, peers, etc.)
  • Emotional weight: Social jobs often drive adoption more than functional jobs

#### Emotional Jobs

Ask: "What emotional state do you want to achieve or avoid?"

### Emotional Jobs:

- [Emotional state customer seeks or avoids 1]

- [Emotional state customer seeks or avoids 2]

- [Emotional state customer seeks or avoids 3]

Examples:

  • "Feel confident I'm not missing important details"
  • "Avoid the anxiety of manual data entry errors"
  • "Feel a sense of accomplishment at the end of the day"

Quality checks:

  • Positive and negative: Include both what they seek ("feel in control") and what they avoid ("avoid embarrassment")
  • Rooted in research: Don't fabricate emotions—use customer quotes

Step 3: Identify Pains

#### Challenges

Ask: "What obstacles are preventing you from completing this job?"

### Challenges:

- [Obstacle customer faces 1]

- [Obstacle customer faces 2]

- [Obstacle customer faces 3]

Examples:

  • "Tools don't integrate, forcing manual data entry"
  • "No visibility into what teammates are working on"
  • "Approval processes take 3+ days, blocking progress"

#### Costliness

Ask: "What takes too much time, money, or effort?"

### Costliness:

- [What's too costly in time, money, or effort 1]

- [What's too costly in time, money, or effort 2]

Examples:

  • "Generating monthly reports takes 8 hours of manual work"
  • "Hiring a specialist costs $10k, which we can't afford"
  • "Learning the current tool requires 20+ hours of training"

#### Common Mistakes

Ask: "What errors do you make frequently that could be prevented?"

### Common Mistakes:

- [Frequent error 1]

- [Frequent error 2]

Examples:

  • "Forgetting to CC stakeholders on critical emails"
  • "Miscalculating tax deductions due to missing receipts"
  • "Accidentally overwriting someone else's work in shared files"

#### Unresolved Problems

Ask: "What problems do current solutions fail to address?"

### Unresolved Problems:

- [Problem not solved by current solutions 1]

- [Problem not solved by current solutions 2]

Examples:

  • "Current CRM doesn't track customer health scores"
  • "Email doesn't preserve conversation context when people are added mid-thread"
  • "Existing tools require technical expertise we don't have"

Step 4: Uncover Gains

#### Expectations

Ask: "What would make you love a solution?"

### Expectations:

- [What could exceed expectations 1]

- [What could exceed expectations 2]

Examples:

  • "Automatically categorizes expenses without manual tagging"
  • "Suggests next steps based on project status"
  • "Integrates seamlessly with tools we already use"

#### Savings

Ask: "What savings in time, money, or effort would delight you?"

### Savings:

- [Way of saving time, money, or effort 1]

- [Way of saving time, money, or effort 2]

Examples:

  • "Reduce report generation from 8 hours to 10 minutes"
  • "Eliminate the need for a full-time admin"
  • "Cut onboarding time from 2 weeks to 2 days"

#### Adoption Factors

Ask: "What would make you switch from your current solution?"

### Adoption Factors:

- [Factor increasing likelihood of adoption 1]

- [Factor increasing likelihood of adoption 2]

Examples:

  • "Free trial with no credit card required"
  • "Migration support to import existing data"
  • "Testimonials from companies like ours"

#### Life Improvement

Ask: "How would your life be better if this job were easier?"

### Life Improvement:

- [How solution makes life easier or more enjoyable 1]

- [How solution makes life easier or more enjoyable 2]

Examples:

  • "I could leave work on time instead of staying late to finish reports"
  • "I'd feel less stressed about missing important deadlines"
  • "I could focus on strategic work instead of busywork"

Step 5: Prioritize and Validate

  • Rank pains by intensity: Which pains are acute vs. mild annoyances?
  • Identify must-have vs. nice-to-have gains: What would drive adoption vs. what's just a bonus?
  • Cross-reference with personas: Do different personas have different jobs/pains/gains? (reference skills/proto-persona/SKILL.md)
  • Validate with data: Survey a broader audience to confirm JTBD insights from interviews

Examples

See examples/sample.md for full JTBD examples.

Mini example excerpt:

**Functional Jobs:** Coordinate tasks across a distributed team

**Pains - Challenges:** Team members use different tools, creating silos

**Gains - Savings:** Reduce status reporting time from 3 hours to 15 minutes

Common Pitfalls

Pitfall 1: Confusing Jobs with Solutions

Symptom: "I need to use Slack" or "I need AI-powered analytics"

Consequence: You've anchored on a solution, not the underlying job.

Fix: Ask "Why?" 5 times. "I need Slack" → "Why?" → "To communicate with my team" → "Why?" → "To get quick answers" → "Why?" → "To avoid project delays."

Pitfall 2: Generic Jobs

Symptom: "Be more productive" or "Save time"

Consequence: Too vague to inform product decisions.

Fix: Get specific. "Save time" → "Reduce time spent generating monthly reports from 8 hours to 1 hour."

Pitfall 3: Ignoring Social/Emotional Jobs

Symptom: Only documenting functional jobs

Consequence: You miss powerful motivators. People often buy based on emotional/social needs, not just functional.

Fix: Explicitly ask about perception and emotions in interviews. "How would solving this make you feel?" "Who would notice if you solved this?"

Pitfall 4: Fabricating JTBD Without Research

Symptom: Filling out the template based on assumptions

Consequence: You're guessing. JTBD analysis is only valuable if grounded in real customer insights.

Fix: Conduct "switch interviews" (ask why they switched from a previous solution), contextual inquiries, or problem validation interviews.

Pitfall 5: Treating All Pains as Equal

Symptom: Listing 20 pains without prioritization

Consequence: No clarity on what to solve first.

Fix: Rank pains by intensity (acute vs. mild). Ask "If we only solved one pain, which would have the biggest impact?"

References

Related Skills

  • skills/proto-persona/SKILL.md — Defines who has these jobs/pains/gains
  • skills/problem-statement/SKILL.md — JTBD informs the "Trying to" and "But" sections
  • skills/positioning-statement/SKILL.md — JTBD informs the "that need" statement

External Frameworks

  • Clayton Christensen, Competing Against Luck (2016) — Origin of Jobs-to-be-Done theory
  • Tony Ulwick, Outcome-Driven Innovation (2016) — Quantifying jobs and outcomes
  • Alexander Osterwalder, Value Proposition Canvas (2014) — Customer jobs/pains/gains framework

Dean's Work

  • [Link to relevant Dean Peters' Substack articles if applicable]

Provenance

  • Adapted from prompts/jobs-to-be-done.md in the https://github.com/deanpeters/product-manager-prompts repo.

Skill type: Component

Suggested filename: jobs-to-be-done.md

Suggested placement: /skills/components/

Dependencies: References skills/proto-persona/SKILL.md

Used by: skills/positioning-statement/SKILL.md, skills/problem-statement/SKILL.md, skills/epic-hypothesis/SKILL.md

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