JTBD in model transfer
How Jobs-to-be-Done decodes buyer jobs, forces, and outcomes before smoke offers and concierge specs in RECON.
Jobs-to-be-Done is how Exiid names what a buyer is trying to accomplish before we adapt a model or write a smoke offer. This memo shows where JTBD sits in RECON, not as jargon, but as a demand decoder.
Who this is for
For: founders and operators scoping a transfer thesis or Client Services brief.
Useful when: you need to know whether we are building for a real job or a feature list.
What must be true
JTBD earns its place only when it produces testable outcomes:
| Element | The bar |
|---|---|
| Job | Functional progress the buyer wants, stated in their words |
| Forces | Push and pull that block or enable progress |
| Outcomes | Measurable success criteria before build |
| Evidence | Smoke or concierge test tied to the job, not the UI |
01 — Job before model
Model transfer starts with a proven model elsewhere. JTBD asks a different question: what job does the underserved buyer hire this category to do?
That job drives smoke-offer copy, concierge delivery scripts, and the automation spec the Product and AI engines build against. If the job is vague, the Signal Ladder stops at rung 3.
02 — Forces and structural gap
Market Transfer criterion 2 (structural gap) pairs with JTBD forces analysis:
- Push: pain with the current workaround
- Pull: attraction to a better outcome
- Anxiety: trust and switching risk (rebuild L2 in the Localization Stack)
- Habit: inertia incumbents exploit
Forces that cannot be named become failure mode Phantom Gap: demand that exists only until someone launches.
03 — Outcomes become proof metrics
The Model Transfer Evaluation locks one proof metric. JTBD outcome mapping supplies the candidates:
- Activation that predicts retention, not signup
- Payment or commitment at a stated price
- Repeat behavior on a named cadence
Weak evidence is a decision, not a delay. No outcome sheet, no validation sprint.
Receipts
- Validation Playbooks: Signal Ladder rungs 4 and 5
- Market Transfer Framework: structural gap and Localization Stack
- Transfer readiness checklist: five-minute fit score
- MedLibrary: EdTech job (structured learning paths, not content dumps)