Digital fairness for legal teams
A legal-team pathway for separating current EU law, the announced Digital Fairness Act initiative and the evidence needed to advise on customer journeys.
Open the role pathway →Living EU regulatory tracker
The Digital Fairness Act is an announced EU initiative, not yet a standalone applicable Act. This resource separates current law, official milestones, matters under consideration and open questions, then translates that verified status into practical work for legal, product, UX and compliance teams.
Key facts
Guidance by team role
Legal, product and UX, compliance and engineering work from different questions. The role pathways show what each team owns, which evidence it should add and how to hand a review on without losing the legal or product context.
A legal-team pathway for separating current EU law, the announced Digital Fairness Act initiative and the evidence needed to advise on customer journeys.
Open the role pathway →A practical product and UX pathway for reviewing digital choices, comparing manipulative and neutral designs and documenting fair alternatives.
Open the role pathway →An operational pathway for turning digital-fairness questions into reproducible journey evidence, release controls and reviewable decisions.
Open the role pathway →Broader topic guides
How to examine engagement mechanics under current EU law while separating official DFA attention from editorial design analysis.
Open the sourced topic guide →A practical framework for separating personalisation, personalised pricing disclosure, discrimination risks and future DFA discussion.
Open the sourced topic guide →Current EU-law baseline and DFA monitoring for influencer marketing, endorsements and commercial-intent disclosure.
Open the sourced topic guide →Current EU rules, recurring-payment journey risks and verified preparation for possible Digital Fairness Act changes.
Open the sourced topic guide →A source-led review framework for virtual currencies, in-app purchases, pressure mechanics and vulnerable users.
Open the sourced topic guide →How audience vulnerability changes journey review without inventing a single universal legal standard.
Open the sourced topic guide →Four evidence lanes
Trace UCPD, CRD, UCTD, DSA, GDPR, DMA, AI Act and AVMSD provisions without inventing future requirements.
Explore the current-law map →Follow Commission, Parliament and Council documents, with dates and document identifiers.
Open the legislative timeline →Understand the issues being examined while keeping stakeholder asks and editorial analysis distinct.
Filter the source library →Research explained
Plain-language explainers separate method, finding and limitation so a survey, experiment or taxonomy can inform review without being mistaken for a legal conclusion about one design.
How the CHI 2024 dark-pattern ontology connects taxonomies and three levels of abstraction, including a documented count discrepancy and limits on legal conclusions.
Read the research explainer →The landmark 2019 web-crawl study explained: how researchers found 1,818 dark-pattern instances, what automation could see and what the crawl could not prove.
Read the research explainer →A readable guide to the EDPB’s six deceptive-design categories, social-media lifecycle examples and the boundary between GDPR guidance and a future DFA.
Read the research explainer →Latest verified change
The tracker retains its original 9 August baseline and adds a scoped source comparison from 14 September 2026. Future entries will record only material changes and will retain the previous status in the material revision record.
Read the status update →
Evidence base