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Level: Optimize

Design and conversion: what the interface decides, and what it does not prove

Make the interface decidable, then prove only what the observation supports.
Estimated reading time:
The Rules of Design That Converts
An evidence-based application of 24 existing UX/UI decisions—without inventing a second conversion checklist.

Short answer

A design that converts makes a decision easier. It does not prove that the decision happened.

A useful interface connects a real intent to a comprehensible action, exposes the evidence needed to decide and supports recovery when something fails. Those properties can be inspected and tested. Conversion uplift is a separate claim: it requires a defined population, event, denominator, time window and comparison.

This page therefore introduces no new checklist. It applies the existing Edikka UX/UI Responsibility Matrix to conversion. The same identifiers, UXUI01 to UXUI24, now show what conversion changes in acceptance and evidence.

24existing UX/UI decisions
4claims that require evidence
0new control identifiers
1published application rule
Application rule

Conversion does not create a new family of UX/UI decisions. It changes their acceptance criteria and raises the evidence requirement.

Decision boundary

Separate interface quality, usability evidence and causal business evidence.

What each level permits the team to conclude
LevelQuestionValid evidenceAllowed conclusion
Interface propertyIs the action named, reachable, operable and correctly represented?Rendered interface, DOM, keyboard, responsive and state tests.The specified property is present or absent.
Outcome of useCan the intended people understand and complete the task?Contextual task test, usability benchmark, interviews or support evidence.What happened for the tested people, tasks and conditions.
Business effectDid the change cause a metric to move?Controlled experiment or justified quasi-experiment with reliable instrumentation.An effect proportionate to the design, sample, period and guardrails.

An inspection can close a missing-label defect. A task test can show that participants recovered from an error. Neither result alone permits “conversion increased”.

Evidence gate · UXUI21–24

Four familiar sentences must remain hypotheses until they are observed.

The last four rows of the canonical matrix are the centre of this application. They stop an interface description from quietly becoming a behavioural or commercial promise.

Abandonment

UXUI21 — The person abandons because of design, lack of trust or the form.

Why it stays open: An exit, error or break can be located when it is measured.

Evidence needed: Journey data, technical incidents, interviews or tests, and a hypothesis log.

Conversion change

UXUI22 — The new design increased or decreased conversion.

Why it stays open: Time variation and raw volumes can be described; causality cannot be read from a before/after comparison alone.

Evidence needed: Randomised experiment or justified quasi-experiment, controlled instrumentation, data-quality checks and raw results.

Comprehension

UXUI23 — The message is clear, obvious or immediately understood.

Why it stays open: Accuracy, grammar and coherence can be inspected; comprehension must be observed.

Evidence needed: Comprehension or task test, anonymised quotes, results by scenario and sample limitations.

Trust

UXUI24 — These logos, testimonials, colours or finishes create trust.

Why it stays open: Presence, accuracy, provenance and accessibility of evidence signals can be inspected.

Evidence needed: Comparative protocol, responses linked to seen elements, coding, limitations and any observed behaviour.

Decision protocol

From observation to decision: four records, in this order.

Observe

Describe the state without explaining it

Record page, viewport, device, task, date, visible state, DOM or event and raw volumes. “The button says X” is observable. “People trust X” is not.

Accept

Write the threshold before evaluating

Name what must be true for the interface property or task to pass, including exceptions, accessibility and recovery.

Hypothesise

Keep competing causes visible

Traffic, offer, price, technical incidents, comprehension, trust and measurement can produce similar funnel signals.

Prove

Choose the lightest method that can support the claim

Use inspection for properties, task observation for outcomes of use and a controlled comparison for causal uplift. Keep “unresolved” when the evidence is insufficient.

Open application view · v1.0

UXUI01–24 applied to conversion: acceptance, observation and evidence.

Every disclosure keeps the canonical identifier and ownership from the UX/UI matrix. The additional fields describe only what changes when the decision is used in a conversion context. The HTML, JSON, XLSX and Markdown editions are generated from the same 24 rows.

UX-led · 4 decisions

UX-led

Task flow, structure or recovery governs the decision.

UI-led · 6 decisions

UI-led

Behaviour is established; the decision primarily concerns the visual and perceptual system.

Shared responsibility · 10 decisions

Shared responsibility

Structure, content, behaviour and presentation cannot be decided independently.

Evidence required · 4 decisions

Evidence required

Ownership depends on a cause or effect that must be observed rather than assumed.

Dated replays · Edikka page

Three changes can be verified publicly without inventing an uplift.

Public observations · 4 September 2026
DecisionPrevious statePublished stateAllowed conclusionStill unproven
UXUI11 / UXUI23“Prioritized checklist”.“Generate my checklist in ChatGPT”.The visible label names both the action and external service.That the label is understood or produces more use.
UXUI02Standalone rules article with no stable mapping.Every recommendation is attached to UXUI01–24 and linked to the matrix.The source and ownership of each decision are traceable.That readers decide faster or contact Edikka more often.
UXUI22Conversion language without a published result protocol.Causal claims are explicitly blocked until population, metric, window, guardrails and comparison exist.The publication rule rejects unsupported uplift.Any Edikka conversion result.

Low-traffic B2B

When traffic is scarce, improve certainty before chasing significance.

A small B2B site may not have enough eligible journeys for a trustworthy experiment. The work does not stop: fix reproducible defects, test critical tasks with relevant participants, inspect sales and support evidence, publish raw volumes and verify instrumentation. These actions can close interface or usability questions.

They do not turn a small sample into causal proof. A percentage without its numerator, denominator, window and eligibility rule is not a decision. The correct result may remain insufficient data.

Editorial architecture

This page owns the interface decisions; related pages own the next questions.

One question, one resource

The matrix owns responsibility. CRO owns hypothesis and experiment. The funnel owns denominators. Web development owns performance and implementation.

Open resources · CC BY 4.0

Download, replay and challenge the conversion application.

External contradiction protocol

For v1.1, five independent practitioners should answer one question row by row: “Which line is false, ambiguous or impossible to decide?” Objections, accepted changes and retained disagreements should be published with the reviewer’s permission.

Primary sources

Sources define evidence boundaries, not Edikka results.

Method limit: this application is authored by Edikka. It is not an ISO, W3C, GOV.UK or Microsoft standard and reports no measured Edikka conversion uplift. Version 1.0 reviewed on 4 September 2026. Next review: 4 December 2026.

Change log

  • 1.0 · 4 September 2026: replaced a standalone rules article with an application of the existing UXUI01–24 matrix; added evidence gates, 24 acceptance shifts and open resources.
Edikka perspective

A design can earn the right to be tested. It cannot award itself the result.

We distinguish what the interface exposes, what people accomplish and what a controlled comparison can attribute.

01Decision

Keep the 24 canonical decisions

Conversion changes acceptance and evidence, not the identifier or ownership model.

02Observation

Describe before explaining

A visible state, completed task and business outcome remain three different records.

03Proof

Let the claim choose the method

Inspection, user research and controlled experiments answer different questions.

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