AI-powered fraud detection that catches what humans miss
Machine learning and LLMs analyze every response in milliseconds. Detect bots, coordinated submissions, VPNs, and subtle patterns that threaten your data quality.
Built on cutting-edge AI
Machine Learning Models
Custom-trained models analyze behavioral patterns, typing cadence, and response consistency to identify fraudulent submissions with 99.7% accuracy.
LLM-Powered Analysis
Large language models detect semantic inconsistencies, AI-generated text, and contradictory responses that rule-based systems miss.
Network Intelligence
Identify coordinated fraud rings, VPN usage, datacenter traffic, and geographic anomalies across your entire response pool.
Instant Verification
Every response is analyzed in under 50ms. No delays, no queues. Your participants get a seamless experience while fraudsters get blocked.
Adaptive Learning
Cipher learns from your data. The more responses you collect, the smarter it gets at detecting patterns specific to your research.
Privacy-First Design
All analysis happens in real-time without storing PII. SOC 2 compliant infrastructure ensures your data stays protected.
Bot Detection
Identify automated submissions with 99.7% accuracy
Our ML models analyze behavioral patterns, typing cadence, mouse movements, and response timing to distinguish genuine human participants from sophisticated bots and automated scripts.
Learn moreFraud Rings
Detect coordinated fraud across your entire dataset
Network intelligence identifies connections between responses—shared devices, similar patterns, geographic clustering—to uncover organized fraud that individual checks miss.
Learn moreAI Content
Flag AI-generated and copy-paste responses
LLM-powered semantic analysis detects ChatGPT responses, contradictory answers, and low-effort submissions that undermine your research quality.
Learn more5-layer detection pipeline
Every response passes through our multi-layered ML pipeline, analyzing 120+ signals in real-time
Get Started
Protect your research data today
Cipher is built into every Surbee survey. Start collecting verified, high-quality responses in minutes—no integration required.
