Security, Quality & Fraud Detection

We take quality and security seriously, like, really seriously. Because what’s the point of fancy insights if the data is dodgy, duplicated, or driven by bots? At Glee Research, we’ve built a fortress of fraud prevention, respondent validation, and real-time monitoring systems to make sure every response you get is legit, verified, and valuable.

🔒 Basic Protection

🧠 Advanced Protection

🔍 Quality Checks

♻️ Continuous Innovation

🔒 Basic Protection

• Duplicate Entry Blocking: We prevent multiple submissions from the same IP, ensuring every response is unique and authentic.

• Smart Geo-Fencing: Our system verifies respondent locations to guarantee true country-level targeting and cleaner, more accurate insights.

• Advanced BOT Shield: Tools like Google ReCaptcha keep automated bots out, so your data always comes from real human respondents.

• Proxy & VPN Detection: We identify and block spoofed or masked locations, protecting your study from fake or misleading responses.

🧠 Advanced Protection

• Digital Fingerprinting: Our in-house technology detects duplicates at a digital level, ensuring every response is truly unique.

• Enhanced Geo & BOT Shield: Using HCaptcha and device-level fingerprinting, we filter out bots and off-target respondents with precision.

• AI-Driven Behavior Analysis: Intelligent algorithms spot unusual patterns or suspicious activity in real time for proactive protection.

• Continuous Fraud Monitoring: We constantly scan for new threats like ghost completes and survey farms, keeping your data safe and reliable.

• Response Quality Checks: Speed tracking and open-end text analysis help identify low-effort or fake responses before they reach your dataset.

🔍 Quality Checks

• Real-Time Monitoring: Live dashboards track fieldwork progress and instantly flag any irregularities or data quality risks.

• Smart Data Cleaning: We automatically remove flatliners, speeders, and inconsistent respondents to ensure every response adds value.

• Intelligent Survey Design: Logic traps, red herrings, and attention checks are embedded throughout surveys to maintain respondent focus and authenticity.

• Human Review Layer: Our team manually reviews open-ended responses for relevance, coherence, and true engagement.

• Verified Panels: Multi-layer panel verification combines profile matching, past behavior, and engagement scoring for dependable, high-quality samples.

♻️ Continuous Innovation

• Always Evolving: We don’t believe in “set and forget.” Our systems are constantly adapting to stay one step ahead of emerging threats.

• Tech-Driven Experimentation: Our in-house tech team regularly tests new tools, integrations, and smarter workflows to keep fraud detection razor-sharp.

• Adaptive Filters: Fraud checks and validation layers are continuously refined to outsmart evolving bots, survey farms, and fake profiles.

• Proactive Quality Leadership: Our quality leads actively track industry trends to ensure we’re not just keeping up — we’re setting new benchmarks.

• Future-Ready Security: As fraudsters get smarter, our defences evolve even faster — keeping your data secure and your insights rock-solid.