Better Screening. Better Research
Your independent gatekeeper for external sample
You can't control how your providers source their respondents, but you can control what gets into your research.
We sit between you and your sample provider and catch the fraud they miss.
Instead of hoping your providers are keeping their panels clean, use independent, behavioural verification to prove it.
We focus on authenticity
Ask your suppliers why a fraud got through and they'll say that the respondent didn't straight-line, didn't spoof their IP, didn't fail an attention check.
We would show you that their professional network does not match the job title they gave you.
They purchased flights using a different identity to the one they gave to you.
And that their media consumption and ads do not match their claimed country.
Our Offerings
Risk Scoring
Our advanced risk algorithms detect human-like behaviour in your respondent pool.
Trust Passports
Our Trust Passports provide independent evidence that the respondent is who they say they are without sharing any PII
Survey Fit Scoring
We ensure the respondent's identity and claims are consistent with your study requirements.
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Does your LinkedIn network match your claim of being a physician?
Our Risk Score captures facts, behaviour and authenticity.
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Does your flight history match with the city you claim to live in?
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You paid for a hotel using matching information
Trust Passports
The Trust Passport provides independent, verifiable proof of legitimacy without exposing sensitive personal data.
By packaging years of opt-in behavioral history into an anonymized profile, you can be sure that every respondent is real and fits your research requirements.
Evidence of Authenticity
Give buyers clear evidence that respondent claims are backed by years of consistent, organic digital footprints.
Survey Fit
Automatically validate a respondent's claimed industry, job title, and professional experience against their real-world history to guarantee they match your precise survey criteria.
Fingerprinting
Given the interwoven nature of the current sample industry, we know you are often paying for the same respondent across different suppliers.
Our fingerprint technology prevents repeat signups by assessing the unique identifiers in a respondent's own real-world data.
Features
Verifiable
We only use behavioural data collected directly from verifiable sources. Unlike self-reported data, these data sets are independently verifiable and much more resistant to fraud.
Our data collection goes far beyond what a respondent could provide through a traditional survey.
Consistency
We analyze historical user activity, not clicks and in-survey behaviour.
This includes evaluating account age, interaction diversity, and content engagement patterns to identify if the behavior is organically human or recently fabricated.
Bias
All data collection has bias, we work with data sources that have as much representation as possible.
These sources have actually have an anti-fraud bias, genuine respondents almost always hold one or more of these accounts, while bad actors rarely have profiles consistent with their fabricated identities.
Deterrent
Fraud schemes rely on scale and low effort.
Most humans will have a Google or Amazon account, almost all frauds will not have one consistent with their fake identity. To get past our filters, fraudsters will have to build and populate online accounts over years.
Most attackers abandon their attempts entirely.
Verification Without Friction
Unlike KYC, there’s no need to upload passports or selfies. We confirm real-world identity with public footprint analysis, keeping the user experience seamless and private - while offering deeper trust.
Built for AI-Era Threats
Legacy security tools are no match for modern AI-powered fraud. CAPTCHAs are cracked, Cloudflare only protects websites, and standard KYC tools were built for financial compliance, not respondent recruitment or research integrity.
