Dark Patterns Symbiosis Bright Patterns
Bright Patterns › ›

Data Minimization

Only collects and processes the minimum amount of user data necessary for the stated purpose, with explicit user permission.
Data Minimization
Illustration

Interaction Contexts

  • settings

Supported Goals

  • autonomy

Symbiosis

Dark counterparts to this bright pattern

  • Forced Communication or Disclosure
    Users are manipulated into providing more personal information than necessary or having their data used for unintended purposes.
    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

A list of all sources used across the site. Click an entry to open the full reference.

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.