Analysis of Deceptive Design Techniques in Online Services Popular Among Children
A 155-page analysis of manipulative interfaces and system architecture, personalised influence, gamification, children’s vulnerabilities and the adequacy of the GDPR, DSA, UCPD and AI Act.

What the report examines
A 155-page analysis of manipulative interfaces and system architecture, personalised influence, gamification, children’s vulnerabilities and the adequacy of the GDPR, DSA, UCPD and AI Act.
- Manipulative interface tactics, system architecture, personalisation, gamification and commercial exploitation affecting minors.
- Assessment of the GDPR, DSA, UCPD and AI Act, including the limits of transparency and consent mechanisms for children.
- Child-centred recommendations on design standards, algorithmic scrutiny, enforcement and digital fairness.
From legal boundary to operational consequence.
The report sits within DigiData’s wider practice of connecting legal interpretation with use cases, institutional incentives, evidence and implementable choices. The downloadable PDF remains the authoritative publication; this page provides a concise, indexable summary and clear route to the source.
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