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THE TECHNICAL LANGUAGE OF DIGITAL B2B INFRASTRUCTURE

CONCEPT
EXPERIENCE DESIGN

Dark Patterns

Interface designs that deceive, pressure or manipulate users into choices they would not otherwise make, such as hard-to-cancel subscriptions.


BUSINESS RELEVANCE

Deceptive design can raise short-term signups or consent rates but exposes the business to regulatory action, chargebacks and churn. In the EU, online platforms face Digital Services Act rules, and consumer and data protection law applies to all.


IMPLEMENTATION EXAMPLE

An audit of a subscription checkout finds a pre-ticked add-on, a countdown timer that resets on reload and a five-screen cancel flow. The team removes the add-on and the fake timer and makes cancellation a two-click path matching signup.


LIMITATIONS

The line between persuasion and manipulation is not always clear, and the same pattern may be lawful in one context but not another. Article 25 of the DSA covers online platforms only, so other businesses rely on consumer and data protection law instead.


TECHNICAL EXPLANATION

Article 25 of the EU Digital Services Act (Regulation (EU) 2022/2065) bars online platforms from designing interfaces that deceive, manipulate or impair users' free and informed decisions, where the practice is not already covered by the Unfair Commercial Practices Directive or the GDPR. Recital 67 gives examples such as giving one option more prominence, repeatedly asking for a choice already made and making cancellation harder than signup. Consent banners built with a Consent Management Platform (CMP) are a frequent case.


Secondary Topics

Performance Advertising

Sources

EUR-Lex — Regulation (EU) 2022/2065 (Digital Services Act) — https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:32022R2065; Federal Trade Commission — FTC Report Shows Rise in Sophisticated Dark Patterns Designed to Trick and Trap Consumers — https://www.ftc.gov/news-events/news/press-releases/2022/09/ftc-report-shows-rise-sophisticated-dark-patterns-designed-trick-trap-consumers

Related terms

Large Language Model (LLM)

CONCEPT
INTELLIGENT AUTOMATION

A neural network model trained on massive text corpora to perform complex natural language tasks and content generation.

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CONCEPT
PERFORMANCE ADVERTISING

Strategic measures and filtering controls designed to prevent digital ads from appearing next to inappropriate or harmful content.

LLM Tokenization

CONCEPT
INTELLIGENT AUTOMATION

The pre-processing technique dividing natural language text into discrete tokens or subwords for model processing.

API Gateway

CONCEPT
SYSTEMS ARCHITECTURE

An architectural component that routes, authenticates, monitors, and applies security policies to incoming API traffic.

Human Approval

CONCEPT
INTELLIGENT AUTOMATION

A vital operational guardrail mandating designated human review before an automated system performs significant actions.