AgentSkillsCN

jobs-to-be-done

深入了解客户的真实动机,挖掘他们真正期望产品完成的任务,而非仅仅关注其人口统计特征或所要求的功能。

SKILL.md
--- frontmatter
name: jobs-to-be-done
description: Understand customer motivations by uncovering the job they hire your product to do, not demographics or features they request

Jobs to Be Done (JTBD)

Overview

Clayton Christensen's Jobs to Be Done framework states: People don't buy products, they hire them to make progress in their lives. Focus on the job (goal/outcome), not customer demographics or product features. Classic example: "People don't want a quarter-inch drill, they want a quarter-inch hole."

Core Insight

Customers "hire" products to get a job done. Understand the job to build better solutions and identify non-obvious competitors.

Example: Commuters hire podcasts to "make commute productive." Competitor isn't just other podcasts—it's audiobooks, music, phone calls (all do similar job).

JTBD Statement Format

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

Example: When I'm traveling for work, I want to quickly find healthy food options, so I can maintain energy without wasting time.

Process

Step 1: Identify the Job

Interview customers about moments they decided to buy/use your product. Focus on the circumstance, not the person.

Question: "Walk me through the day you decided to buy this product. What were you trying to accomplish?"

Step 2: Map the Job Statement

Extract: Situation (when), Motivation (want to), Outcome (so I can).

Example: Milkshake study: Parents "hired" milkshakes to "keep kids occupied on long morning commute so they could drive peacefully."

Step 3: Identify Competing Jobs

Who else do customers "hire" for the same job? Includes non-obvious competitors.

Example: Gym membership job: "Feel healthy and confident." Competitors: Fitness apps, diet plans, athleisure clothing (all address same job).

Step 4: Optimize for the Job

Redesign product to better fulfill the job, not just add features.

Example: McDonald's milkshakes: Made thicker (lasted longer commute), easier to buy (drive-thru optimization), added fruit chunks (guilt-reduction for breakfast).

Example Application

Company: Note-taking app struggling with retention

Research: Interview users: "When do you use our app?"

Jobs discovered:

  1. "When I'm in a meeting, I want to capture action items, so I can follow up later"
  2. "When reading articles, I want to save insights, so I can reference them when writing"
  3. "When feeling overwhelmed, I want to brain dump, so I can organize thoughts"

Insight: Three distinct jobs. Current product optimized for none specifically.

Decision: Split into three products or prioritize one job. Choose job #1 (meeting notes), optimize for that.

Outcome: Add meeting templates, integrations with calendar, automatic action item extraction. Retention for "meeting notes" job increases 2x.

When to Use

  • Discovering why customers really use your product
  • Identifying non-obvious competitors
  • Prioritizing feature development
  • Entering new markets (understand the job, not demographics)

Anti-Patterns

  • ❌ Focusing on demographics ("millennials want...") vs. jobs
  • ❌ Asking "What features do you want?" (users describe solutions, not jobs)
  • ❌ Treating all use cases as one job (different jobs need different products)
  • ❌ Confusing job with task ("I want to click this button" is not a job)

Success Metrics

  • Job Completion Rate: % of customers who successfully accomplish the job
  • Time to Job Completion: Speed from trigger to desired outcome
  • Switching Rate: How often customers "fire" alternatives for your product
  • Job Satisfaction Score: How well product delivers on functional + emotional + social dimensions

Integration with Other Frameworks

Combines with:

  • Opportunity Solution Trees: Map solutions to job dimensions
  • Continuous Discovery Habits: Weekly interviews to uncover jobs
  • The Mom Test: Questions that reveal actual jobs, not opinions
  • Kano Model: Distinguish must-have job requirements from delighters

Complements:

  • Outcome-Driven Innovation (ODI): Tactical implementation method
  • Value Proposition Canvas: Map jobs to solutions visually
  • User Story Mapping: Structure backlog around job completion

Common Pitfalls

Confusing Tasks with Jobs

Task: "I need to share this file" Job: "When collaborating remotely, I want to coordinate on documents, so we can make decisions without meetings"

Stopping at Functional Jobs

Don't ignore emotional and social dimensions. A gym isn't just hired to "exercise" (functional), but also to "feel accomplished" (emotional) and "be seen as health-conscious" (social).

Treating All Customers as One Job

Different circumstances = different jobs. A person might hire your product for different jobs in different contexts. Don't try to serve all jobs with one solution.

References

  • "Competing Against Luck" - Clayton Christensen
  • "When Coffee and Kale Compete" - Alan Klement
  • Christensen Institute JTBD resources
  • StrategyN Outcome-Driven Innovation (Tony Ulwick)
  • The Re-Wired Group (Bob Moesta switch interviews)

Related

  • continuous-discovery-habits
  • opportunity-solution-trees
  • mom-test
  • user-research-methodologies
  • product-strategy
  • customer-development
  • kano-model
  • value-proposition