Dr. Wallace's Favorite Mental Models

The Fogg Behavior Model

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A behavior only happens when three things converge at the same moment: enough Motivation, enough Ability, and a Prompt. Miss any one of the three and the behavior does not occur, no matter how good the other two look. This is the model behind most successful habit apps, health campaigns, and onboarding flows.

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30-Second Understanding
B = MAP.

Behavior (B) happens when Motivation (M), Ability (A) and a Prompt (P) all show up together. Raising one can make up for a shortfall in another, but if any of the three is completely missing, nothing happens.

Core question: Is this behavior not happening because people don't want to, because it's too hard, or because nothing ever reminds or triggers them to do it?

All three have to land at the same moment

Motivation
Ability
Prompt

Important: high motivation with a great prompt still fails if the task is too hard. A simple task with a perfect prompt still fails if nobody wants to do it. All three bars have to be up together, even briefly.

Mental Model Compass

Use it when a behavior isn't happening and you're not sure why.

The model is most useful whenever you want someone (including yourself) to do something repeatedly, and the obvious fix, "just remind them more" or "just motivate them more," hasn't worked.

DiagnosePrimary use case
BeginnerDifficulty
4 minUnderstand
15–40 minApply to a real behavior
Product & UX designHabit formationHealth behavior changeMarketing & campaignsOnboarding & adoptionEducation
Model at a Glance

Motivation × Ability × Prompt, all at once.

Developed by behavior scientist BJ Fogg at Stanford's Behavior Design Lab. Unlike a sequence of steps, these three elements have to be present together, not completed one after another.

MMotivation

How much someone wants (or doesn't want) to do it right now. Driven by three core pulls: sensation (pleasure vs. pain), anticipation (hope vs. fear), and belonging (acceptance vs. rejection).

AAbility

How easy the behavior is to do right now. Shaped by time, money, physical effort, mental effort, how socially acceptable it feels, and how routine it already is.

PPrompt

The thing that triggers the behavior at that moment. Comes in three forms: a spark (boosts motivation), a facilitator (makes an easy task even easier), or a signal (a plain reminder once both are already high).

LINEAction Line

Fogg's "action line" on a Motivation–Ability graph: above it, a well-timed prompt triggers the behavior. Below it, the same prompt gets ignored, however well designed it is.

Why order doesn't matter the way it looks like it should: you can raise Motivation, raise Ability, or improve the Prompt, in any order, to push a behavior above the action line. In practice, raising Ability (making the behavior radically easier) is usually the cheapest and most reliable lever, which is the basis of Fogg's "Tiny Habits" approach.
When Should I Use This?

Recognize the situation.

Open a use case to see what the model changes.

Product & UX
Users sign up but never come back

Ask which of the three is missing at the moment they'd need to return. Usually it's not motivation, it's that the return path isn't easy or there's no prompt bringing them back at the right moment.

Personal habits
You keep failing the same New Year's resolution

Shrink the behavior until Ability is almost trivially high (one push-up, one sentence of journaling), then attach it to an existing routine as the Prompt, rather than relying on willpower (Motivation) alone.

Healthcare
Patients don't follow a treatment or exercise plan

Check whether the plan assumes more time, money, or physical capability than the patient actually has. A technically "simple" instruction can have very low real-world Ability for a specific patient.

Marketing & campaigns
People agree with a message but don't act on it

Agreement is Motivation. Action also needs Ability (a frictionless next step) and a Prompt delivered at a moment the person can actually act, not just when it's convenient to send.

Change management
Employees ignore a new process despite training

Training raises awareness, not necessarily Motivation or Ability. Look for whether the new process is genuinely harder than the old habit, and whether anything actually prompts people at the point of work.

Education
Students know a study technique but don't use it

Knowing what to do is not the same as being prompted to do it at the right moment with low enough effort. Attach the technique to an existing routine rather than asking for a new standalone habit.

Worked Example

A fitness app wants more people to log a daily check-in.

This is an illustrative example designed to teach the method; the numbers are for demonstration only.

Before: 8%
After: 41%
SITUATIONOnly 8% of users complete the optional daily check-in; the team assumed people just weren't motivated
MOTIVATIONInterviews showed motivation was actually fine. Users wanted to track progress; they just forgot, or the form felt tedious
ABILITYThe check-in had 6 fields and opened in a separate screen. That is a real effort and time cost, not a motivation problem
PROMPTThe only prompt was a generic push notification at a fixed hour, often while users were driving or in meetings
REDESIGNCut the check-in to one tap ("How did today go? 🙂 🙁"), and changed the prompt to fire right after a related action (closing a workout) instead of a fixed clock time
RESULTCompletion rose from roughly 8% to roughly 41% in the illustrative scenario, from raising Ability and fixing the Prompt's timing, not from any new motivational messaging
Do not conclude: "we just needed a better reminder." A louder prompt at the same inconvenient moment, aimed at a still-tedious form, would likely have made things worse, not better, by training users to dismiss notifications from the app.
History & Accuracy

From persuasive technology to everyday habits.

Expand for the model's origin, its boundaries, and an honest look at its criticisms.

Who developed the Fogg Behavior Model?

BJ Fogg, a behavioral scientist at Stanford University, developed the model and founded Stanford's Behavior Design Lab. His early research (through the 2000s) focused on persuasive technology; around 2009 he shifted his focus toward everyday human behavior and habits, which led to B=MAP and later his book Tiny Habits. Fogg's own materials describe the model as being referenced in well over a thousand academic publications.

What exactly are the three motivators and six ability factors?

Motivation draws on three core pulls: sensation (seeking pleasure or avoiding pain), anticipation (hoping for a good outcome or fearing a bad one), and belonging (wanting acceptance or fearing rejection). Ability depends on six "simplicity factors": time, money, physical effort, mental effort, whether the behavior fits existing routines, and whether it feels socially acceptable. Any one of these six, if scarce enough, can single-handedly make a behavior too hard.

What's the honest criticism of this model?

The model is deliberately simple, and that is both its strength and its limitation. Critics note it can understate unconscious influences, social context, and structural barriers that no amount of prompt-redesign will fix. The same mechanics that make a habit app more effective can also be used to build manipulative "dark patterns," such as urgency countdowns or guilt-based prompts that push people toward a choice that serves the business rather than the person. Using the model well means being honest about which side of that line a design choice falls on.

Common Mistakes

Simple does not mean easy to apply correctly.

Defaulting to "we need better motivation"

Motivational messaging is the most common fix teams reach for, but it's frequently not the missing piece. Diagnose all three elements before investing in a pep talk, a discount, or a fear-based message.

Adding more prompts to a low-ability task

More reminders aimed at a genuinely hard or tedious task just train people to ignore notifications. Lower the effort required before increasing how often you ask.

Confusing a signal with a spark

A plain reminder (signal) does nothing for someone with low motivation and low ability; they need a spark, something that genuinely raises motivation or shrinks the task, not just a nudge.

Treating the three motivators as permanent

Sensation, anticipation, and belonging all fade with repetition and context. A message that worked last quarter can lose its pull even if nothing about the product changed.

Crossing into manipulation

Manufactured urgency, guilt, or social pressure can technically raise Motivation, but at the cost of trust. The model describes what triggers behavior; it doesn't excuse using that power against someone's own interests.

Treating B=MAP as a checklist to complete in order

Motivation, Ability, and Prompt aren't three sequential steps; they have to be true at the same moment. Satisfying them one at a time, days apart, does not add up to a triggered behavior.

When Not to Use It

Some problems aren't a single-moment behavior problem.

Use another lens when...

the real obstacle is manipulative by design. If the honest goal is to pressure someone into something against their own interest, this is the wrong tool to reach for, full stop.

Use systemic or structural analysis when...

motivation and ability are both genuinely low for structural reasons (cost, access, policy) that no amount of clever prompting or micro-habit design can fix.

Use a decision framework instead when...

you're facing a single, complex, one-time decision rather than a repeatable behavior. Models like Pre-Mortem Analysis or Second-Order Thinking fit a one-off choice better than a trigger-based model built for habits.

Counterpoint: reducing behavior to three variables can oversimplify situations shaped by unconscious bias, culture, or power dynamics. Treat B=MAP as a fast diagnostic starting point, not the final word on why people do what they do.
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Save as Skill converts the model into portable Markdown instructions that teach an AI when and how to apply the Fogg Behavior Model, what questions to ask, what evidence to seek, what mistakes to avoid, and how to structure its analysis.

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Go Deeper

For readers who want the nuance.

Do Motivation, Ability, and Prompt need to happen in that order?

No. They need to be true at the same moment, not completed in sequence. You can raise Ability first, add a Prompt second, and Motivation can already have been present the whole time; what matters is that all three are true together when the moment arrives.

What's the real difference between a spark, a facilitator, and a signal?

A spark is used when Ability is already high but Motivation is low; it tries to create motivation in the moment (for example, showing a friend's progress). A facilitator is used when Motivation is already high but Ability is low; it makes the task easier right then (a pre-filled form). A signal is just a plain reminder, appropriate only when both Motivation and Ability are already high and the person simply needs a nudge, such as a calendar alert for a meeting you already want to attend and know how to join.

Is this the same as the "Hook Model" from product design?

They're related but distinct. The Fogg Behavior Model explains the conditions required for any single behavior to occur. The Hook Model (trigger, action, variable reward, investment) is a product-design cycle built to create repeat engagement over time, and it leans heavily on Fogg's underlying mechanics, especially Prompt (trigger) and Ability (easy action), while adding reward and investment as its own habit-forming loop.