Dark Pattern Detection Agents

AI that neutralizes manipulative UI.
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Dark Pattern Detection Agents

Browser-integrated AI agents that analyze user interfaces in real-time to highlight, flag, and potentially neutralize manipulative design patterns intended to coerce user behavior.

TRL
5/9Validated
Impact
4/5
Investment
3/5
Category
Software

Connections

Software
Software
Choice Architecture Linters

Static analysis tools for manipulative UX flows.

TRL
3/9
Impact
4/5
Investment
3/5
Software
Software
Addiction Architecture Detection Systems

Identifying dopamine-hacking design patterns.

TRL
3/9
Impact
5/5
Investment
3/5
Software
Software
Algorithmic Impact Auditors

Simulating users to detect behavioral modification.

TRL
4/9
Impact
5/5
Investment
4/5
Ethics Security
Ethics Security
Child Cognitive Protection Systems

Safeguarding developing minds from manipulation.

TRL
4/9
Impact
5/5
Investment
4/5

Envisioning is an emerging technology research institute and advisory.

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2011 — 2026

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