Fair Patterns ›
Solutions
We offer a comprehensive range of solutions to take the headache out of digital compliance
Dark Pattern Screening
Not all harmful design is equal. FairPatterns' AI scans websites and apps for addictive design, dark patterns, and exploitative practices, prioritizing what poses the greatest risk and delivering actionable, fair design solutions in the same step.
Digital harm doesn't respect regulatory boundaries. FairPatterns detects it across every applicable framework and taxonomy, from the DSA to the CCPA and beyond.
Legal risk in digital products moves fast. FairPatterns maps it instantly and prioritizes remediation so your team acts on what matters most, before it becomes a liability..
Legal requirements belong in the tech and design stack, not a compliance document. FairPatterns' library translates every applicable regulation into safe, ready-to-implement interface patterns your team can build with immediately.
Deceptive Design AI Agent
No waiting for audits. No manual review. FairPatterns' multimodal AI agent analyzes mockups, URLs, interfaces, and code in real time, detecting digital manipulation, addictive design, and regulatory risk and delivering safe design recommendations the moment they are needed.
Harmful design hides in mockups and integrations alike. FairPatterns scans both, detecting addictive design, manipulative patterns, and compliance risks before they compound into something harder to fix.
FairPatterns delivers ready-made, fully compliant interface components, pre-built for seamless integration into your digital properties, so your team ships fair design without building it from scratch.
One dashboard. Every detected risk. Every design solution. FairPatterns keeps design, legal, and compliance teams aligned from finding to fix.
Consent Scanner
Invalid consent and covert tracking are among the most litigated privacy violations online. FairPatterns' AI detects both, analyzing consent mechanisms and tracking practices across websites to surface violations before regulators do.
Tracking violations hide in the consent gap. FairPatterns detects every cookie and tracker before and after consent, exposing unauthorized practices the moment they occur.
Consent manipulation is designed to be invisible to auditors. FairPatterns simulates real user interactions to find what static analysis cannot, exposing hidden privacy violations at every stage of the consent journey.
Consent flows that are fair by design and compliant by default, built to EU privacy standards and integrated seamlessly into your digital properties
Figma Plug-in
AI-powered detection inside Figma. FairPatterns analyzes mockups for addictive design, manipulative patterns, and compliance risks the moment they are created, not after they reach users.
Scan designs instantly for digital addiction and manipulation risks
Detect addictive design, dark patterns, manipulative interface choices and risky design practices directly inside Figma without disrupting your workflow.
Prevent harmful and exploitative design before launch
Identify legal risks early and implement safer design solutions before launch, reducing costly redesigns and compliance reviews.
Fair User Lab
Our research lab generates scientific evidence of digital manipulation and addictive design through qualitative studies, quantitative analysis and eye-tracking research. Get a robust, verifiable Harmful Design Score based on 100 objective criteria. These insights help organizations identify harmful patterns and build safer digital experiences.
Eye-tracking studies to measure user attention and detect addictive and manipulative interface patterns
Qualitative studies to understand how users perceive addictive, manipulative or deceptive design
Quantitative testing to measure the impact of addictive and manipulative design patterns on user behavior
Online Manipulation Observatory
Our AI-powered observatory continuously scans digital platforms to detect addictive design, manipulation patterns and regulatory risks. It transforms interface signals into structured intelligence, helping organizations anticipate exposure and monitor compliance across sectors.
Continuous scanning of websites and apps to detect addictive design, manipulation and compliance risks
Automatically classify addictive and manipulation patterns, and assess regulatory risks across jurisdictions
Map detected issues to applicable regulations across jurisdictions
Trusted by clients worldwide
Jolling de Pree
Partner at De Brauw
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