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Skills / Productivity-habits

Jobs to be Done (JTBD)

Bob Moesta's Jobs to be Done (JTBD) framework is a highly structured, demand-side methodology for understanding customer switching decisions and purchase motivations. Co-created with Clayton Christensen at Harvard Business School, the framework is built on the core insight that people 'hire' products to make progress in specific circumstances. The methodology includes several prescriptive frameworks: (1) Forces of Progress - a four-force diagnostic model identifying Push of Situation (dissatisfaction with current state), Pull of New Idea (attraction to new solution), Anxiety of New Solution (c

By Bob Moesta · Free
Specimen 01 · Live diagnosisJobs to be Done (JTBD)
Input

“I've been trying to apply Jobs to be Done (JTBD) but I'm not sure where to start.”

Diagnosis
I want to apply Jobs to be Done (JTBD) to my situation.
Full transcript ↓
Calibrated referenceagent-skills.ai
The gap

Jobs to be Done (JTBD)

Bob Moesta's Jobs to be Done (JTBD) framework is a highly structured, demand-side methodology for understanding customer switching decisions and purchase motivations. Co-created with Clayton Christensen at Harvard Business School, the framework is built on the core insight that people 'hire' products to make progress in specific circumstances. The methodology includes several prescriptive frameworks: (1) Forces of Progress - a four-force diagnostic model identifying Push of Situation (dissatisfaction with current state), Pull of New Idea (attraction to new solution), Anxiety of New Solution (concerns about switching), and Habit of Present (inertia keeping them with current solution); (2) Switch Interview - a structured, contrarian interview methodology using 'layers of language' technique to uncover deep motivations without discussion guides; (3) Timeline Mapping - systematic reconstruction of the customer journey from First Thought through Passive Looking, Active Looking, Deciding, Fi

The solution

Jobs to be Done (JTBD)

You bring
  • Your situation or challenge related to Jobs to be Done (JTBD)
You get
  • Expert guidance applying Jobs to be Done (JTBD)
  • Structured approach to implementation
In action

Watch the methodology work.

Two specimens from a single real session: the full transcript and the skill answering live in the channel where the work happens.

Fig.01A real session, unedited
In-app · assistant
Jobs to be Done (JTBD)Claude
Jobs to be Done (JTBD)
I want to apply Jobs to be Done (JTBD) to my situation. Can you help me get started?
I've been trying to apply Jobs to be Done (JTBD) but I'm not sure where to start.
Reply to Jobs to be Done (JTBD)
What the skill is doing
01Guide users through structured Switch Interview process with dynamic questioning
02Help analyze interview transcripts to identify and map Forces of Progress
03Create visual Forces diagrams showing push/pull/anxiety/habit relationships
Fig.02The same skill, in the channel you already use
WhatsApp · live
9:41
JTJobs to be Done (JTBD)typing…
Messages are end-to-end encrypted. No one outside of this chat can read them.
Today
I've been trying to apply Jobs to be Done (JTBD) but I'm not sure where to start.9:14✓✓
I want to apply Jobs to be Done (JTBD) to my situation.9:14
Message

The same skill, where the work happens.

No new app to learn. The methodology runs over the WhatsApp Business API, so the answer lands as a reply in the thread you’re already in — same rigour, zero context-switch.

Reads the situation, names the pattern, returns one concrete next move.
Delivered in seconds, inside a conversation that already exists.
Specimen · WhatsApp Business API · live
Capabilities

What it does, specifically.

Each capability is a distinct move drawn straight from the source methodology — not a generic assistant guessing.

CapabilityC-01

Guide users through structured Switch Interview process with dynamic questioning

CapabilityC-02

Help analyze interview transcripts to identify and map Forces of Progress

CapabilityC-03

Create visual Forces diagrams showing push/pull/anxiety/habit relationships

CapabilityC-04

Coach Timeline reconstruction from first thought to ongoing use

CapabilityC-05

Support Job Statement synthesis at optimal abstraction level

Tested

Graded before it shipped.

Every skill is scored against independent scenarios for methodology fidelity before it goes live — not vibes, a rubric.

What it produces
OutputD-01

Forces of Progress Diagram

Four-quadrant visual showing Push, Pull, Habit, and Anxiety for a specific switching decision, with customer language and relative force strength

OutputD-02

Customer Timeline Map

Six-phase chronological journey from First Thought to Ongoing Use, with dates/durations and trigger events at each transition

OutputD-03

Job Statement Card

Clustered, actionable job extracted from interview data in Moesta's format: 'When [struggling moment], help me [progress], so I can [outcome]'

The source

Grounded in the original work.

Every answer traces back to a real source and the practitioner who wrote it — not a secondhand summary. Here is the source of record.

Source authorA-01

Bob Moesta

Jobs to be Done by Bob Moesta represents an exceptional skill candidate scoring highly across all evaluation criteria. The methodology is highly prescriptive with specific named frameworks (Forces of Progress, Switch Interview, Timeline Mapping, Eight Elements), making it repeatable across different contexts and industries. It produces concrete, tangible outputs including visual diagrams, timeline maps, and structured job statements. Bob Moesta has exceptional teaching presence through books, co

Status · Inspired by Bob Moesta’s work — not yet claimed. Are you Bob Moesta?
In the build queue

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Notify meEmail
At launchI want to apply Jobs to be Done (JTBD) to my situation. Can you help me get started?