Smart Signals for risk and intent
Detect suspicious activity and score your users’ behavior, determine them as a risk or a safety hazard for your app. Block scammers before they can find any way to exploit your platform using Smart Signals, along with hidden fraud signals and flagging unusual activity early.
Detect what traditional systems miss
Automation and bots
Detect headless browsers, automation frameworks, and suspicious interaction patterns across web and mobile.
Emulators and farms
Spot emulator usage and device farm behavior so you can stop large-scale abuse at the source.
Policy-ready scoring
Use signals to build simple or advanced policies across signup, login, payments, and promotions.
Smart Signals help you understand intent and integrity in real time: is this session automated, instrumented, or coming from a risky environment?
Smart Signals become most active when they are policy-ready to route suspicious sessions to step-up verification, rate limits, or blocks without affecting the trusted users.
A practical rollout: start with bot detection and signup protection, then expand to payments and incentives. Track outcomes weekly to reduce fraud and false positives over time.
Smart Signals FAQs
Common questions about automation detection, integrity signals, and policy enforcement.
Want help designing signal-based policies?
Talk to our teamTurn signals into decisions
Integrate quickly and start scoring sessions in production.