Themes and Levers

Twelve strategies, 48 dials, 110 mechanisms.

Everything the workshop draws on. Each lever is a spectrum with two real positions, and neither end is automatically right. The chips underneath are the psychology that explains why moving along it works. Select a chip for the mechanism in a sentence.

12Themes
48Levers
110Principles
4Sources
01 / 12

Trust

The page builds confidence through transparency, reliability signals, security indicators, or demonstrating credibility.

You would see privacy statements, testimonials from named sources, "cancel anytime", audit trails, data ownership signals

Risk reversal

How much of the commitment risk the page takes off the visitor before they decide, rather than leaving it with them.

Buyer carries the full commitment burdenRisk is named and eliminated at the decision point

Methodsfree trial, money-back guarantee, cancel-anytime copy, no-card-required signup, pilot or proof of concept

Exchange ordernew

Whether the page gives something worth having before it asks for anything, or asks first and delivers afterwards.

The page asks before it givesSubstantial value is delivered before anything is asked

Methodsfree tool or calculator, ungated content, usable free tier, sample or preview before signup, value delivered inside the first session

Disclosure upfrontness

How early, and in what language, the terms that would change someone's mind are put in front of them.

Material terms buried in fine printSurfaced in plain language before commitment

Methodsall-in pricing table, plain-language terms summary, total cost shown before checkout, renewal terms stated at point of sale

Behavioural consistencynew

How reliably the same action produces the same result, between sessions and across the rest of the product.

System behaves unpredictably or differently between sessionsThe same action produces the same result every time

Methodsshared component library, consistent action placement, predictable loading and empty states, stable URLs

Data and privacy signallingnew

How explicitly the page says what happens to the data it collects, and at what point it says it.

What happens to the user's data is unstatedStated explicitly and specifically, before collection

Methodsprivacy note at the point of collection, certification badges, data-use statement beside the field, explicit no-resale statement

02 / 12

Informative

The page teaches the user, features, how things work, what's included, what's possible. The strategy is: if the user understands, they will act.

You would see feature lists, explainer copy, pricing breakdowns, content previews

Disclosure timing

When the page hands over its information: all of it up front, or in pieces as the reader signals they want it.

All information presented at onceRevealed as the user signals need

Methodsprogressive disclosure, accordions, show-more, staged forms, on-demand tooltips, advanced options collapsed behind defaults

Explanation depth

How far the page goes beyond naming a thing, from a bare label to a worked example.

Label onlyFull explanation with worked examples

Methodsworked examples, annotated screenshots, explainer video, glossary, before-and-after comparison

Knowledge assumption

How much the page assumes the reader already knows, and therefore how much groundwork it lays before the substance.

Assumes expertise and skips foundationsAssumes none, scaffolds fully

Methodsonboarding tour, first-use inline hints, jargon removal pass, sample data, plain-language glossary

Format density

How much structure the page gives its information, from continuous prose to tables, diagrams and numbered steps.

Undifferentiated proseTables, diagrams and step sequences

Methodschunking, tables, comparison matrices, numbered steps, diagrams, whitespace grouping

Reference framingnew

Whether a value is left to stand on its own or is given a reference point to be judged against.

Value stated in isolationFramed against an explicit reference point

Methodsanchor price shown first, three-tier pricing with a decoy option, was-and-now pricing, comparison against the alternative, per-unit breakdown

03 / 12

Momentum

The page keeps the user moving forward through continuity, progress prompts, streaks, or next-step signals. Can include urgency (time pressure, scarcity) as a subtype. The strategy is: friction kills action, so maintain flow.

You would see saved state, "continue where you left off", next-step prompts, countdowns, one-click checkout, uninterrupted flows

Urgency basis

What, if anything, makes acting now better than acting later, and whether that constraint is real.

No time or quantity pressureAn authentic hard constraint

Methodsreal deadline, live stock count, cohort start date, offer with an honest expiry

Path integrity

How well a multi-step path holds the user's state and attention between one step and the next.

State is lost between steps and exits are everywhereState carries forward and distractions are removed

Methodsautosave, carried-forward state, navigation removed from checkout, single-column flow, resume where you left off

Forward pullnew

How much each step does to make the next one wanted rather than merely available.

Nothing draws the user to the next stepEach step opens a loop the next one closes

Methodsnudge, juxtaposition of current state against desired state, teaser of the next step, partially revealed content, next-up prompt, unlockables, streak prompt

04 / 12

Ease

The page reduces the effort required to act, cognitively, physically, or psychologically.

You would see simple choices, familiar patterns, pre-populated structure, sensible defaults, "try before you commit" mechanics

Cognitive demand

How many judgements the page leaves to the user, against how many its defaults have already made.

User evaluates many options and makes many decisionsDefaults handle most, the user acts on exceptions

Methodssensible defaults, one option flagged as recommended, reduced option count, smart filtering, progressive choice

Interaction cost

How much physical work reaching the goal takes: the taps, the fields, and everything the user has to supply themselves.

Many taps, clicks or fields to reach the goalMinimum gestures, pre-fill and autofill

Methodsautofill, single sign-on, larger tap targets, fewer form fields, one-click repeat actions, address lookup

Memory load

How much the user has to hold in their head, against how much the system puts back in front of them.

User must recall from earlier or from outside the systemThe system surfaces what is needed

Methodsrecently viewed, saved items, earlier answers shown inline, persistent summary panel, autocomplete

Error recovery

What a mistake costs, from losing the work and starting again to correcting it in place.

Errors punish, the form clears, the process restartsInline correction with input preserved

Methodsinline validation with input preserved, undo, draft autosave, forgiving input parsing, a clear next step inside the error

Expertise accommodationnew

Whether the path stays the same for everyone forever, or opens shortcuts as the user gets better at it.

The same path for everyone foreverAccelerators and shortcuts appear as skill grows

Methodskeyboard shortcuts, command palette, bulk actions, saved views, templates, API access

05 / 12

Validation

The page uses signals from others, peers, experts, or the system itself, to confirm the user is making the right choice.

You would see reviews, subscriber counts, awards, usage stats, system feedback ("10, 000 teams use this")

Source similarity

How close the people vouching for the product are to the person reading, in role and in situation.

A distant celebrity or a generic customerA near-peer in the user's exact role and situation

Methodsrole-filtered testimonials, industry case studies, named job titles, customer logos by sector

Proof scale

Whether the evidence is one person's account or the weight of a crowd.

A single testimonialAn aggregate crowd signal

Methodsusage counts, aggregate review score, live activity counts, adoption statistics

Verification level

How much of the proof is checkable, from a claim the page makes about itself to one an outside party has confirmed.

Unattributed claimPlatform-verified or independently audited. Absorbs Trust's old `Signal source`

Methodsverified-purchase badges, third-party review widgets, audit certifications, named and attributed quotes

System validationnew

How clearly the system confirms that what the user just did actually registered.

No confirmation the action registeredImmediate, specific confirmation of what happened

Methodssuccess toasts, inline confirmations, receipt screens, status indicators, completion confirmation

06 / 12

Identity

The page aligns with who the user believes they are or wants to be. The strategy is: this is for someone like you.

You would see values-led copy, community framing, aspirational imagery, worldview alignment

Self alignment target

Which version of the reader the page speaks to: the one they are now, or the one they would like to be.

Appeals to the actual current selfAppeals to the aspirational self

Methodsaspirational imagery, values-led copy, outcome framing, designed-for-X positioning

Group signal breadth

How specifically the page names who it is for, from everyone to a defined in- group.

Universal positioning, "for everyone"Tribal specificity, explicitly for a defined in-group

Methodsnamed audience in the headline, community spaces, segment-specific landing pages, in-group language

Commitment depth

How much of an identity commitment the page asks for, from none at all to an explicit act of joining.

No identity commitment askedAn explicit declaration or joining act

Methodsrole selection at signup, goal setting, profile completion, a public pledge or plan

Identity continuity

Whether the relationship ends with the transaction or leaves a standing marker the user carries forward.

A one-off transactional momentAn ongoing marker, tier or earned status

Methodstiers and levels, badges, membership number, anniversary moments, visible saved history

07 / 12

Orientation

The page tells the user where they are, what they can do, and what matters most right now.

You would see clear hierarchy, status surfaces, "you are here" signals, post-login states, onboarding entry points

Location signal

How clearly the page tells the user where they currently are within it.

No indication of where the user isExplicit position at every level

Methodsbreadcrumbs, step indicators, section headers, active navigation state, page titles

Information scentnew

How much a link or a label tells the user about what they will find behind it.

Links and labels give no clue what lies behind themEvery path signals its destination

Methodsdescriptive link text, section previews, category descriptions, result counts, hover previews

Action priority

How unequally the page weights its options, from all of them alike to one unmistakable next move.

Every option carries equal weight and the next step must be found by scanningOne primary action, unmistakably weighted

Methodsa single primary button, suppressed secondary actions, size and colour weighting, placement in the reading path

Context persistence

Whether coming back starts from scratch or picks up where the user left off.

Returns to a blank or reset stateThe system restores where the user was

Methodssession restore, saved filters and sorts, back-navigation state, draft recovery

08 / 12

Personalisation

The page adapts to what it knows about the user, making the experience feel built for them specifically.

You would see recommended content, role-specific views, adaptive defaults, history-aware surfaces

Adaptation depth

How far the experience differs between one user and another, from identical to structurally different.

Identical for every userStructurally different flows, hierarchies and defaults per segment

Methodsrecommended content, role-based dashboards, segment-specific defaults, adaptive navigation

Inference source

Where the personalisation gets its information: what the user said, or what the user did.

Explicitly stated preferences onlyPassively inferred from behaviour and history

Methodsonboarding preference questions, explicit interest picker, behaviour-based recommendations, an editable preferences surface

09 / 12

Control

The page gives the user meaningful agency over their environment, output, or data.

You would see customisation options, keyboard shortcuts, export capabilities, filter and sort controls, permission settings

Configurability

How much of the system's behaviour the user is allowed to change.

The system dictates outputs and defaults are lockedThe user can override any meaningful parameter

Methodssettings, theme choice, notification controls, custom views, reorderable elements

Reversibility

How easily an action can be taken back once it has been done.

Actions are permanent or hard to undoUndo is always one step away

Methodsundo, trash with restore, version history, edit after submit, cancel an in-flight action

Decision transparency

How much the system explains about the decisions it made on the user's behalf.

*(shared with Personalisation)* The system decides opaquelyEvery automated decision is explainable

Methodswhy-am-I-seeing-this explanations, ranking rationale, confidence indicators, source citations, user-adjustable weightings

Data portability and exitnew

How freely the user can take their data and leave.

Data is locked in with no way to leaveExport, delete and leave at any time

MethodsCSV or JSON export, account deletion, full data download, cancellation without a retention flow

10 / 12

Delight

The page uses unexpected moments of craft to create emotional resonance beyond the functional task.

You would see animation, micro-copy, sound, visual surprise, playful interactions

Expectedness

How far the moment departs from what the user was expecting, in timing as well as in form.

Anticipated or conventionalGenuinely surprising in timing and form

Methodsunexpected animation, easter eggs, celebratory moments, surprising empty states, personality in error copy

Processing level

How deep the pleasure goes: a good-looking moment, or something that connects to how the user sees themselves.

Visceral only, a good-looking moment that fadesReflective, connected to the user's self-narrative

Methodsoriginal illustration, distinctive voice, meaningful sound, narrative onboarding

Longevity

Whether the moment is spent on first exposure or keeps returning something on the visits after it.

One-time novelty that habituates after first exposureNew layers revealed over time

Methodsseasonal variation, details unlocked over time, rotating copy, evolving illustration

Functional integration

Whether the flourish is doing a job as well as being one, such as showing state or easing a wait.

Decorative, remove it and nothing changesServes a purpose, communicates state or reduces anxiety

Methodsloading animation that communicates state, success animation confirming the action, motion showing where something went

11 / 12

Progress

The page makes advancement visible, creating a feedback loop that motivates continued use.

You would see completion meters, XP bars, streaks, checklists, before/after comparisons

Progress visibility

How visible advancement is while it is happening, rather than only once it is finished.

No indication the user is advancingA continuously visible metric

Methodsprogress bar, step counter, completion percentage, checklist

Starting position

Where the count begins, and therefore how far the user believes they still have to go.

Begins at zero, so the distance feels maximalPre-seeded at a non-zero point

Methodsfirst step pre-completed, profile-percentage framing, pre-filled fields counted as progress, loyalty card issued with stamps already on it

Reward cadence

How often the system acknowledges progress, from once at the end to something at every step.

Acknowledgement only at final completionMicro-acknowledgements at every step

Methodsstep confirmations, micro-celebrations, incremental unlocks, milestone messages

Granularity

How finely progress is measured, from done or not done to a running score.

Binary, done or not donePercentage, points, streak or level

Methodspercentage, points, streak counter, sub-steps within a step, levels

12 / 12

Clarity

The page removes ambiguity so users know what an action will do before they take it.

You would see consequence-specific confirmations, inline format guidance, explicit state labelling, plain-language copy

Action label specificity

How much a control's label says about what pressing it will actually do.

Generic verb, "Submit" or "Continue"Outcome-specific phrase, "Start my free trial"

Methodsoutcome-named buttons, verb-plus-object labels, cost stated on the button itself

Consequence preview

How much the user knows about the outcome before they commit to it.

Outcome unknown until after commitmentFull outcome described before it

Methodscharge stated before confirm, dialogs naming the effect, preview before publish, dry-run mode

Signifier strength

How plainly an element announces that it can be interacted with.

Affordance implied, no cue the element is interactiveShape, colour or position states it unambiguously

Methodsbutton styling, underlined links, cursor changes, icon plus label, hover and focus states

Error prevention

How much the design does to stop a mistake happening, rather than reporting it afterwards.

Mistakes are discovered after the factDisabled states, format hints and inline validation

Methodsdisabled until valid, format hints, input masks, constrained pickers, confirmation on destructive actions

INDEX

All 110 principles

The bar shows how many levers each one acts on. A short bar is a specialist. A long one is a mechanism you will meet everywhere, so learn those first.

Aesthetic-Usability Effect3 levers

A beautiful control that reads as decoration is not used

Delight / Processing level / Delight / Functional integration / Clarity / Signifier strength
Affect2 levers

Emotional state changes judgement of everything around it

Delight / Expectedness / Delight / Functional integration
Affordances and Signifiers1 lever

The perceived action possibility versus the cue that advertises it

Clarity / Signifier strength
Anchoring Bias1 lever

The first number seen sets the scale for every number after it

Informative / Reference framing
Authority / Authority Bias1 lever

Credentials are taken as a shortcut to truth

Validation / Verification level
Authority Bias1 lever

Certifications and compliance marks borrow credibility from the certifier

Trust / Data and privacy signalling
Autonomy2 levers

Control is a basic motivational need, not a preference

Control / Configurability / Control / Data portability and exit
Backfire Effect1 lever

A poorly framed explanation entrenches disagreement rather than resolving it

Control / Decision transparency
Bandwagon Effect1 lever

Adoption rises with visible adoption

Validation / Proof scale
Banner Blindness1 lever

Anything shaped like an advert is not seen at all

Clarity / Signifier strength
Barnum-Forer Effect2 levers

Surprisingly general content is read as personally specific, which is why shallow personalisation often outperforms its cost

Identity / Self alignment target / Personalisation / Adaptation depth
Cashless Effect2 levers

Cost that is abstracted or deferred is felt as smaller

Trust / Disclosure upfrontness / Clarity / Consequence preview
Centre-Stage Effect1 lever

The middle item in a row is disproportionately picked

Orientation / Action priority
Choice Overload2 levers

Beyond a point more options reduce action and satisfaction

Informative / Disclosure timing / Ease / Cognitive demand
Chronoception1 lever

Perceived duration, which granularity manipulates directly

Progress / Granularity
Chunking1 lever

Grouping raises the amount that can be held

Informative / Format density
Cognitive Dissonance2 levers

A gap between self-image and action must resolve one way or other

Identity / Self alignment target / Identity / Commitment depth
Cognitive Load4 levers

Validation after the fact forces reconstruction of intent

Informative / Disclosure timing / Momentum / Path integrity / Ease / Cognitive demand / Clarity / Error prevention
Commitment and Consistency3 levers

Accepting something small predicts accepting something larger

Trust / Exchange order / Identity / Commitment depth / Progress / Starting position
Commitments1 lever

A promise made, and especially one made in public, pulls later behaviour into line with it

Identity / Commitment depth
Compensatory vs Noncompensatory Strategies1 lever

Under load, users drop to single-attribute elimination rather than weighing trade-offs

Ease / Cognitive demand
Contrast Effect1 lever

Value is judged relative to what sits beside it, not absolutely

Informative / Reference framing
Curiosity Gap3 levers

Deliberately weak scent buys a click and spends trust

Momentum / Forward pull / Orientation / Information scent / Delight / Longevity
Curse of Knowledge3 levers

The author cannot un-know what the reader does not know

Informative / Explanation depth / Informative / Knowledge assumption / Clarity / Action label specificity
Deceptive Patterns2 levers

The named failure mode at the passive pole

Trust / Disclosure upfrontness / Clarity / Consequence preview
Decision Fatigue3 levers

Every incidental decision spends a finite budget

Informative / Disclosure timing / Momentum / Path integrity / Ease / Cognitive demand
Decision Sludge1 lever

Friction that serves the organisation rather than the user

Ease / Interaction cost
Decoy Effect1 lever

A third, deliberately inferior option changes which of the other two wins

Informative / Reference framing
Default Bias4 levers

An inferred default is accepted far more often than a stated preference is set

Momentum / Path integrity / Orientation / Context persistence / Personalisation / Inference source / Control / Configurability
Defaults / Default Bias1 lever

Most people never change a default

Ease / Cognitive demand
Doherty Threshold3 levers

Consistent sub-400ms response reads as competence, not just speed

Trust / Behavioural consistency / Ease / Interaction cost / Validation / System validation
Dunning-Kruger Effect1 lever

Novices misjudge their own competence, so self-selected depth fails

Informative / Knowledge assumption
Ego4 levers

People act in ways that support a good self-image

Identity / Self alignment target / Identity / Identity continuity / Personalisation / Adaptation depth / Delight / Processing level
ELIZA Effect1 lever

People over-attribute understanding to systems that appear to reason

Control / Decision transparency
Endowed Progress Effect1 lever

Artificial initial progress substantially raises completion

Progress / Starting position
Endowment Effect6 levers

Value already received is owned, and walking away becomes a loss

Trust / Risk reversal / Trust / Exchange order / Identity / Identity continuity / Orientation / Context persistence / Personalisation / Adaptation depth / Control / Data portability and exit
Expectations Bias2 levers

A set expectation shapes how the actual experience is perceived

Trust / Behavioural consistency / Delight / Expectedness
Familiarity Bias2 levers

Some things should habituate, and novelty in a core path is a cost

Personalisation / Adaptation depth / Delight / Longevity
Feedback Loop3 levers

Action without response reads as failure

Validation / System validation / Delight / Functional integration / Progress / Progress visibility
Feedforward1 lever

Showing what an action will do before it is taken

Clarity / Consequence preview
Filter Bubble1 lever

Narrowing to inferred preference removes the discovery that made the product valuable

Personalisation / Adaptation depth
Fitts's Law1 lever

Acquisition time depends on target size and distance

Ease / Interaction cost
Flow1 lever

The absorbed state these principles combine to produce: challenge matched to skill, uninterrupted, with immediate feedback. An outcome rather than a dial, kept here because it name

Momentum / Path integrity
Framing Effect4 levers

Gain-framed and loss-framed statements of the same fact are not equivalent

Trust / Disclosure upfrontness / Informative / Reference framing / Clarity / Action label specificity / Clarity / Consequence preview
Fresh Start Effect1 lever

A temporal landmark restarts motivation

Momentum / Forward pull
Goal Gradient Effect5 levers

Effort rises as the goal nears, so late friction costs most

Momentum / Path integrity / Momentum / Forward pull / Progress / Progress visibility / Progress / Starting position / Progress / Granularity
Group Attractiveness Effect2 levers

A group is rated above the average of its members

Validation / Source similarity / Identity / Group signal breadth
Halo Effect2 levers

A known certifier's reputation transfers to the claim

Validation / Verification level / Identity / Self alignment target
Hedonic Adaptation1 lever

Response to a fixed stimulus decays to baseline

Delight / Longevity
Hick's Law1 lever

Decision time rises with the number and complexity of choices

Ease / Cognitive demand
Hyperbolic Discounting2 levers

A near, small reward beats a distant, large one

Momentum / Urgency basis / Progress / Reward cadence
IKEA Effect3 levers

A configured environment is valued above an equivalent given one

Identity / Commitment depth / Identity / Identity continuity / Control / Configurability
In-group Bias1 lever

Membership itself changes evaluation

Identity / Group signal breadth
Incentives1 lever

People respond to rewards in predictable but non-linear ways, and a small reward given now outweighs a larger one given later

Progress / Reward cadence
Information Foraging1 lever

Users abandon a patch when scent weakens, not when content runs out

Orientation / Information scent
Information Scent3 levers

Users judge a link by how strongly it smells of the goal

Informative / Disclosure timing / Orientation / Information scent / Clarity / Action label specificity
Interaction Cost1 lever

The sum of physical and mental effort to reach a goal

Ease / Interaction cost
Jakob's Law3 levers

People expect your product to work like the others they already use

Trust / Behavioural consistency / Informative / Knowledge assumption / Clarity / Signifier strength
Labor Illusion4 levers

Showing the inference working makes it feel earned rather than taken

Trust / Exchange order / Informative / Explanation depth / Personalisation / Inference source / Control / Decision transparency
Law of Common Region2 levers

A shared boundary groups more strongly than proximity

Informative / Format density / Orientation / Location signal
Law of Proximity1 lever

Nearness implies relationship

Informative / Format density
Law of Prägnanz2 levers

The simplest reading of the hierarchy is the one taken

Informative / Format density / Orientation / Action priority
Law of Similarity1 lever

Shared appearance implies shared kind

Informative / Format density
Liking1 lever

Similarity produces liking, and liking produces compliance

Validation / Source similarity
Loss Aversion7 levers

A loss is felt roughly twice as strongly as an equivalent gain, so removing a downside beats adding an upside

Trust / Risk reversal / Trust / Exchange order / Momentum / Urgency basis / Ease / Error recovery / Control / Reversibility / Control / Data portability and exit / Clarity / Consequence preview
Mental Model5 levers

The user's map of the system, which the signal either confirms or breaks

Trust / Behavioural consistency / Informative / Knowledge assumption / Orientation / Location signal / Orientation / Information scent / Clarity / Signifier strength
Messenger2 levers

Who says it changes whether it lands

Validation / Source similarity / Validation / Verification level
Miller's Law2 levers

Working memory holds about seven items, fewer under pressure

Informative / Disclosure timing / Ease / Memory load
Negativity Bias5 levers

One uncomfortable inference outweighs many accurate ones

Trust / Data and privacy signalling / Ease / Error recovery / Personalisation / Inference source / Control / Reversibility / Clarity / Error prevention
Noble Edge Effect1 lever

Demonstrated social responsibility raises credibility generally

Validation / Verification level
Norms2 levers

Stating what most people do changes what people do

Validation / Proof scale / Identity / Group signal breadth
Paradox of the Active User3 levers

People will not read the explanation, however good it is

Informative / Knowledge assumption / Ease / Expertise accommodation / Control / Configurability
Peak-End Rule4 levers

Confirmation is often the end the whole task is remembered by

Ease / Error recovery / Validation / System validation / Delight / Expectedness / Progress / Reward cadence
Picture Superiority Effect1 lever

Images are remembered far better than text

Informative / Explanation depth
Postel's Law4 levers

Accept varied input, behave predictably in output

Trust / Behavioural consistency / Ease / Error recovery / Control / Reversibility / Clarity / Error prevention
Power Law of Learning1 lever

Task time falls predictably with practice, and a fixed path caps it

Ease / Expertise accommodation
Priming1 lever

The label sets expectation for what follows

Clarity / Action label specificity
Privacy Paradox1 lever

Stated concern and actual behaviour diverge, so signalling matters more than the setting itself

Trust / Data and privacy signalling
Pseudo-Set Framing1 lever

Arbitrary items grouped into a set create a drive to complete the set

Progress / Granularity
Reactance10 levers

A gift with a visible hook attached reads as a transaction, and the obligation inverts into resistance

Trust / Risk reversal / Trust / Exchange order / Momentum / Urgency basis / Ease / Error recovery / Identity / Commitment depth / Personalisation / Inference source / Control / Configurability / Control / Reversibility / Control / Decision transparency / Control / Data portability and exit
Reciprocity1 lever

Receiving something creates an obligation to give back, and the obligation is felt even when the gift was unrequested

Trust / Exchange order
Recognition Over Recall2 levers

Shortcuts that must be recalled are used by almost nobody

Ease / Memory load / Ease / Expertise accommodation
Response Time Limits1 lever

0.1s feels instant, 1s holds flow, 10s loses attention

Validation / System validation
Salience4 levers

A privacy commitment nobody sees does no work

Trust / Data and privacy signalling / Momentum / Urgency basis / Orientation / Action priority / Progress / Progress visibility
Satisficing1 lever

Users take the first adequate option, not the best one

Ease / Cognitive demand
Scarcity1 lever

Limited availability raises perceived value

Momentum / Urgency basis
Selective Attention3 levers

Users see what they are looking for and little else

Momentum / Path integrity / Orientation / Action priority / Clarity / Error prevention
Sensory Appeal1 lever

Texture, sound, weight and motion are processed before any of it is read, and they set the emotional tone the rest of the page is judged against

Delight / Processing level
Serial Position Effect3 levers

First and last items are recalled, the middle is not

Informative / Format density / Ease / Memory load / Orientation / Location signal
Shaping1 lever

Reinforcing successive approximations rather than only the finished behaviour

Progress / Reward cadence
Singularity Effect1 lever

One identified individual moves people more than a statistic, so scale can be the weaker pole

Validation / Proof scale
Social Proof2 levers

Proof from similar others is materially stronger than proof from dissimilar ones

Validation / Source similarity / Validation / Proof scale
Spacing Effect2 levers

Repeated exposure over time is what builds the skill

Ease / Expertise accommodation / Delight / Longevity
Spatial Memory3 levers

People remember where things were, so stable position is a memory aid

Ease / Memory load / Orientation / Location signal / Orientation / Context persistence
Spotlight Effect1 lever

People overestimate how much others notice their choices

Identity / Group signal breadth
Status Quo Bias1 lever

Doing nothing is the safe default the page is arguing against

Trust / Risk reversal
Storytelling Effect2 levers

Narrative is retained where facts are not

Informative / Explanation depth / Delight / Processing level
Sunk Cost Effect4 levers

Late disclosure works commercially precisely because investment already made keeps people in

Trust / Disclosure upfrontness / Identity / Identity continuity / Control / Data portability and exit / Progress / Starting position
Tesler's Law3 levers

Complexity is conserved, so hiding it moves it rather than removing it

Informative / Disclosure timing / Ease / Interaction cost / Clarity / Error prevention
Three Levels of Emotional Processing1 lever

Visceral, behavioural and reflective, and only the third is retold to other people

Delight / Processing level
Trust and Credibility2 levers

The accumulated judgement this lever feeds

Trust / Disclosure upfrontness / Control / Decision transparency
Unit Bias2 levers

A defined unit is taken as the right amount to complete

Validation / Proof scale / Progress / Granularity
Unity3 levers

Shared identity is stronger still than similarity

Validation / Source similarity / Identity / Group signal breadth / Identity / Identity continuity
User Delight Pillars1 lever

Delight that resolves a real friction outlasts delight that decorates

Delight / Functional integration
Variable Reward4 levers

An unpredictable schedule sustains behaviour longer than a fixed one

Momentum / Forward pull / Delight / Expectedness / Delight / Longevity / Progress / Reward cadence
Von Restorff Effect2 levers

The item that differs is the item remembered and chosen

Orientation / Action priority / Delight / Expectedness
Weber's Law2 levers

A change must exceed a proportional threshold before it is noticed, which is what makes a coarse bar feel stuck

Informative / Reference framing / Progress / Granularity
Working Memory3 levers

Anything the user must hold between screens is at risk

Momentum / Path integrity / Ease / Memory load / Orientation / Context persistence
Zeigarnik Effect4 levers

An interrupted task is still live in the user's head

Momentum / Forward pull / Validation / System validation / Orientation / Context persistence / Progress / Progress visibility
Zero Risk Bias2 levers

People over-prefer eliminating a small risk entirely over reducing a larger one, which is why "cancel anytime" outperforms a partial guarantee

Trust / Risk reversal / Control / Reversibility

Where this comes from. Nielsen Norman Group's Psychology for UX study guide, Jon Yablonski's Laws of UX, Cialdini's seven principles of persuasion, and MINDSPACE from the UK Behavioural Insights Team.

Practitioner biases, the ones that act on the researcher rather than the person using the interface, are deliberately excluded. So are design heuristics with no mechanism behind them.

Every layer is a first pass, including the twelve themes.