Make smart, data-driven decisions with Smart Signals to prevent increasingly sophisticated fraud and improve positive experiences for trusted users.
Start Free TrialFraudsters are getting smarter and are constantly looking for new ways to take over or create false accounts by using bots, hiding behind incognito mode, providing a false IP via a VPN, or other tactics.
Combine Smart Signals with the highly accurate Fingerprint visitor ID to empower your authentication. Customize the weight of each Smart Signal through the Suspect Score to manage your risk tolerance and visualize potential fraudulent activity with enhanced analytics tools.
{
"ipBlocklist": {
"data": {
"result": false,
"details": {
"emailSpam": false,
"attackSource": false
}
}
},
"tor": {
"data": {
"result": false
}
},
"vpn": {
"data": {
"result": false,
"methods": {
"timezoneMismatch": false,
"publicVPN": false
}
}
},
"proxy": {
"data": {
"result": false
}
},
"tampering": {
"data": {
"result": false,
"anomalyScore": 0
}
}
}
User behavior signals
Detect if a user is trying to hide their identity or history.
Identify browser spoofing incidents and suspicious browser signature anomalies.
Ensure a safe Android mobile application environment by detecting rooted devices.
Indicates if a request is initiated from a privacy-focused browser (e.g. Tor) or from a browser whose anti-fingerprinting settings are enabled.
Flag devices with unusually high activity levels in the past 24 hours.
Correlate and identify important data points per visitor at three distinct time-based intervals with Velocity Signals.
Network signals
Accurately determine the location of the actual IP address.
Determine if a user is leveraging a VPN to conceal their identity by validating that their IP time zone matches their browser time zone.
See when an IP address matches a known database of malicious actors and spammers.
Bot detection signals
Identify automated tools, friendly search bots, and other sophisticated threats in real time.
Learn MorePrevent spam and protect against nefarious Android emulator farms by ensuring the request is coming from a physical device.
Identify if a request is coming from a virtual machine.
Device data signals
Receive an additional set of data including 35 raw browser identification attributes.
A weighted value of all available Smart Signals, identifying suspicious activity.
Detect usage of remote control tools like TeamViewer, AnyDesk, or RDP.
Mobile device signals
Identify if a request is coming from a cloned application. (Android only)
Identifies if a visitor is using an iPhone which has been jailbroken. (iOS only)
Indicates if the open source tool Frida has been used to tamper with the app.
Indicates the exact time a device was reset to its factory settings, which results in wiping all of the user-sensitive data.
Indicates if the user has spoofed the location of their mobile device.
Determine if a user is leveraging a VPN to conceal their identity on a mobile device.
Everything you need to get started.
Build your own plan.