Accurate, Fraud-Free Data with Calibr8.
Calibr8 is the ultimate solution for detecting and preventing survey fraud. It protects the integrity of survey results by addressing bots, inattentive respondents, and manipulated data.
8 Reasons Why You Need
Calibr8.
Calibr8 combines infrastructure, behavioral, and AI-powered checks into a hybrid scoring model for comprehensive fraud detection and real-time data validation.
1 Global Restrictions & Security
IP, VPN, and Geolocation Verification: Blocks proxies, VPNs, Tor, duplicate devices, and incorrect geolocations to ensure only genuine respondents are allowed in.
2 Metadata & Device Fingerprinting
Infrastructure-Level Validation: Device, OS, and browser fingerprints confirm unique respondents and prevent multiple submissions.
3 Behavioral Flow Tracking
Detecting Unnatural Patterns: Tracks how respondents move through the survey (timing, clicks, and navigation) to flag bots, speeders, and inattentive behavior.
4 AI-Powered Content Validation
Smart Response Review: Evaluates open-ends with AI, detecting irrelevant, nonsensical, or low-effort text to ensure authentic, meaningful responses.
5 AI Detection
Blocking Synthetic Input: Flags and blocks responses generated by AI tools, maintaining human-only data integrity.
6 Response Coherency
Logical Consistency Scoring: Cross-checks answers across interlocked questions, flagging contradictions or illogical patterns.
7 Engagement & Red Herrings
Detecting Inattentiveness: Red-herring questions and pattern analysis catch over-agreeability, straight-lining, or random clicking.
8 Biometric & Environmental Signals
Advanced Behavioral Biometrics – Uses keystroke dynamics, mouse movement precision, and multi-window/tab monitoring to uncover fraudulent or automated activity.
8 Reasons Why You Need Calibr8.
Calibr8 offers a comprehensive suite of tools to protect your data from fraud and inaccuracies, ensuring that your insights are built on a solid foundation.
1 Global Restrictions & Security
IP, VPN, and Geolocation Verification: Blocks proxies, VPNs, Tor, duplicate devices, and incorrect geolocations to ensure only genuine respondents are allowed in.
2 Metadata & Device Fingerprinting
Infrastructure-Level Validation: Device, OS, and browser fingerprints confirm unique respondents and prevent multiple submissions.
3 Behavioral Flow Tracking
Detecting Unnatural Patterns: Tracks how respondents move through the survey (timing, clicks, and navigation) to flag bots, speeders, and inattentive behavior.
4 AI-Powered Content Validation
Smart Response Review: Evaluates open-ends with AI, detecting irrelevant, nonsensical, or low-effort text to ensure authentic, meaningful responses.
5 AI Detection
Blocking Synthetic Input: Flags and blocks responses generated by AI tools, maintaining human-only data integrity.
6 Response Coherency
Logical Consistency Scoring: Cross-checks answers across interlocked questions, flagging contradictions or illogical patterns.
7 Engagement & Red Herrings
Detecting Inattentiveness: Red-herring questions and pattern analysis catch over-agreeability, straight-lining, or random clicking.
8 Biometric & Environmental Signals
Advanced Behavioral Biometrics: Uses keystroke dynamics, mouse movement precision, and multi-window/tab monitoring to uncover fraudulent or automated activity.
Download A Layered, Scientific Approach to Data Quality in Market Research
This whitepaper outlines the scientific rationale, component-level contribution, statistical performance, and real-world value of Calibr8, supported by analysis of 13,800 online respondents and benchmarked against industry norms.
Reliable Response Protection
Calibr8 is the ultimate solution for detecting and preventing survey fraud. It protects the integrity of survey results by addressing bots, inattentive respondents, and manipulated data.
What else can
Calibr8 do for your business?
AI Sentiment and Relevance
Using AI to analyze the sentiment and relevance of open-ended responses, ensuring they are genuine and contextually appropriate.
Fraud Detection
Detecting and filtering out responses that lack standard browser headers to prevent automated or manipulated entries and ensure the authenticity of your survey data.
Device Fingerprinting
Analyzing device characteristics, such as the operating system, browser type, and device model, to identify and block suspicious or fraudulent respondents.
Maintain Consistent Sample Quality with Calibr8.
Calibr8 is designed to help you maintain this consistency by leveraging advanced tools and methodologies tailored specifically for longitudinal studies.
Continuous Quality Monitoring
Calibr8 provides ongoing monitoring of data quality across each wave of your tracking projects. This ensures that the sample remains representative and that any potential issues are identified and addressed promptly.
Automated Sample Calibration
With automated calibration features, Calibr8 adjusts sample characteristics based on predefined criteria to maintain consistency in demographics and other key attributes, ensuring comparability across waves.
Fraud Detection and Prevention
By using sophisticated fraud detection mechanisms like device fingerprinting, IP tracking, and response pattern analysis, Calibr8 helps to filter out inconsistent or fraudulent responses to the integrity of your sample over time.
Detailed Reporting and Insights
Access comprehensive reports that highlight any deviations in sample quality or demographic shifts wave over wave. This allows you to make informed adjustments and maintain the consistency of your tracking data.
Ready to Improve Your Data Quality?
Contact us or book a call with one of our account managers and discover how your can ensure fraud-free survey results.