Dark Patterns Symbiosis Bright Patterns
Bright Patterns › ›

Transparent recommender

This pattern involves revealing the logic or criteria behind the recommendations or suggestions that are provided to the user. For example, a streaming service may explain why a certain show or movie is recommended based on the users preferences, ratings, or viewing history.
Transparent recommender
Illustration

Interaction Contexts

  • social media

Supported Goals

  • transparency
  • satisfaction

Symbiosis

Dark counterparts to this bright pattern

  • Social Proof
    Influences people to quickly follow others’ behaviors or choices, often leading to decisions based on perceived group consensus.
    View pair →
  • Personalization
    It uses personal data to shape user experiences, influencing choices and hiding alternatives to guide user behavior.
    View pair →

Sources

Pattern Levels

High-Level Patterns Strategy Domain & Context Diagnostic (abstract)

High-level patterns include general strategies that can be employed through a range of modalities and technologies and application types

Meso-Level Patterns Angle of Attack Domain & Context Diagnostic (interpretable)

Meso-level patterns describe a context-agnostic angle of attack and may be interpreted in relation to context based on the specific modality or application type

Low-Level Patterns Means of Execution Domain & Context Specific (situated)

Low-level patterns are situated and contextually dependent, including specific means of execution

Diagram: High (strategy, diagnostic), Meso (angle of attack, still diagnostic), Low (means of execution, context specific). Integrated textual descriptions appear within each layer.

Source not found.

Approach: semantic vs flipping

Two different approaches to Bright Patterns:

1

Semantic Approach

This approach is used by Sandhaus. It defines concrete Bright Patterns for specific contexts — for example the Bright Pattern "Usage Limits", which describes an interface that restricts the usage time of a service to a healthy level.

2

Flipping Dark Patterns

The original way the term "Bright Pattern" was introduced: the direction of the manipulation is switched from harming the user to being user-friendly. For example, instead of highlighting the option that harms the user, the user-friendly option is highlighted.

Source:

Paul Bertram 2026
Impressum Datenschutz

Source not found.

Sources

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Pattern Levels

High-Level Patterns Strategy Domain & Context Diagnostic (abstract)

High-level patterns include general strategies that can be employed through a range of modalities and technologies and application types

Meso-Level Patterns Angle of Attack Domain & Context Diagnostic (interpretable)

Meso-level patterns describe a context-agnostic angle of attack and may be interpreted in relation to context based on the specific modality or application type

Low-Level Patterns Means of Execution Domain & Context Specific (situated)

Low-level patterns are situated and contextually dependent, including specific means of execution

Diagram: High (strategy, diagnostic), Meso (angle of attack, still diagnostic), Low (means of execution, context specific). Integrated textual descriptions appear within each layer.