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Online Manipulation Observatory

Turning digital misconduct into measurable, actionable intelligence.

Sector-Wide Monitoring & Patterns Detection

The Online Manipulation Observatory continuously scans websites across multiple sectors, including e-commerce, fintech, SaaS, travel, media, energy, and public services.

We detect and structure high-risk design practices into measurable intelligence, mapped by sector, journey stage, and risk level.

Continuous visibility

Clear risk signals

Actionable insight

From Detection to Regulatory Insight

The Observatory connects detected dark patterns directly to applicable regulations and jurisdictions.

You can trace:

Jurisdiction → Law → Clause

Pattern type → Regulatory trigger

Sector → Legal exposure

Sector
Intelligence

Understand how deceptive practices cluster across industries and where systemic risks are emerging.

Risk
Prioritization

Identify which patterns concentrate the highest exposure across journeys and jurisdictions.

Regulatory Readiness

Anticipate enforcement trends by mapping violations to specific legal provisions.

Executive-Level Reporting

Translate complex UX risks into clear metrics, dashboards, and board-ready insights.

Contact

Get in touch

Contact us today to learn more about our solutions and how we can assist you in achieving your goals.

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helloFP@fairpatterns.com
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Office
9 rue des Filles Saint-Thomas,
75002 Paris
Amurabi helped us think out of the box in a very powerful way

Jolling de Pree

Partner at De Brauw

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