False Hierarchy

Definition

Giving visual precedence to options more favorable to the business (e.g., by highlighting an option, using brighter colors, or larger fonts) to induce the user into specific actions. Difficult to distinguish from simple preselection.

Psychological mechanism

Framing effect. The way an option is presented visually heavily influences the perception of its attractiveness.

Consumer impact

• Consumer perception: Based on qualitative report conclusions.
• Measured impact: Lower frequency than standard preselection, but highly effective at steering clicks.
• Vulnerable demographics: Visually driven users or those making rapid decisions.

Detection Signals

• On-page evidence: Visual highlighting of a preferred option via color, size, or labels like Recommended. The opt-out button is less visible (e.g., outline style without background fill).

Evidence (Code examples)

Using the btn-outline--white class makes the rejection button blend in.

<button class="btn-outline--white">Bez ramki</button>

Applying a recommended class and specific CSS to highlight the preferred option.

<div class="recommended">...</div>
<style>.recommended { background-color: #ffad00; }</style>

Regulatory Angle

Assessment of the practice as aggressive commercial behavior. Evaluating GDPR freely given consent standards.