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How We Fight Fraud

DATA QUALITY AT SCALE

Why do clients trust Full Circle? Our global anti-fraud engine maintains consistent quality across every source.

Data quality isn’t a single checkpoint. It’s a framework. Ours integrates proprietarytechnology, real-time monitoring and hands-on human oversight to safeguard everyinteraction, from first click to final deliverable. The result is consistently low fraud ratesand data you can trust, even as threats evolve.

At the core of this framework is our proprietary anti-fraud system. Built to operateglobally, translated into more than 50 languages and embedded across the entireparticipant journey, it continuously evaluates behavioral, technical and contextualsignals, adapting in real time as patterns shift. Because it travels with respondentsregardless of where they’re sourced, quality is never dependent on a single provider,platform or moment in time. It’s simply how modern research should be protected.

A SYSTEM THAT LEARNS IN REAL TIME

  • Multi-layered protections operate continuously before, during, and after fieldwork and are designed to adapt as behaviors and attack patterns change
  • Signals are evaluated dynamically and in combination, reducing false positives while catching emerging risk patterns
  • Quality controls are embedded across the respondent journey, not applied retrospectively

TECHNOLOGY + HUMAN JUDGEMENT

  • Automated detection surfaces risk instantly; experienced teams investigate, intervene, and recalibrate in real time
  • Project managers actively monitor traffic health, pacing and respondent behavior (not just dashboards)
  • Every study benefits from institutional knowledge built across thousands of projects and markets

DESIGNED FOR STATISTICAL INTEGRITY

  • Smart pacing and stratification protect representation across demographics, geographies and time zones
  • Real-time removals prevent over-indexing from speeders, repeaters or low-quality traffic
  • Quality decisions prioritize data integrity, not just completes

What we really sell is access to the most active, high-quality research community in the industry. One that is continuously engaged, thoughtfully curated and built to deliver reliable insights at scale.

OUR PANEL: A COMMUNITY, NOT A LIST

Survey Roundtable® is intentionally built and continuously curated, not passively accumulated. Members are recruited with transparency, engaged with respect and protected by systems that preserve trust on both sides of the exchange. That trust translates into higher engagement shows up in better participation, more thoughtful responses and lower fraud. We’ve proven real people stick around when the experience is well designed.

Technology helps us protect the ecosystem. Human stewardship is what makes it thrive.

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