Trustworthy survey data, respondent by respondent
Finash Survey Insight watches how people actually answer — speed, straightlining, pasted text, tab switching, repeated devices — and scores every response so your panel spend goes to real humans.
Access is granted by invitation — there is no public sign-up.
Real-time fraud scoring
Every answer is scored on timing and behaviour, then rolled into a session-level risk verdict with AI review of open-text responses.
One-line tracking tag
Keep running your survey in Qualtrics and just drop our script into the header. Behaviour is captured and reported back without touching your flow.
Chat-style survey runner
Upload a .qsf or connect your Qualtrics account and deliver the same survey as an animated conversation that respondents actually finish.
Repeat device detection
Hashed device fingerprints surface the same respondent slipping through multiple studies, VPNs and proxies included.
Signed webhooks
Fraud verdicts are pushed to your own endpoint with an HMAC signature, so your panel or DP workflow can act automatically.
Study-level reporting
Drill from a study into risk distribution, top fraud signals, question-level risk and individual respondents.
How it works
- 1
Connect your study
Create a tracking tag for a survey running anywhere, or import a Qualtrics survey to run it through our chat experience.
- 2
Collect behaviour
Response timing, keystrokes, pasting, focus loss and device signals stream in while respondents answer.
- 3
Act on the verdict
Review flagged respondents in your dashboard and send verdicts to your webhook for automatic removal or re-field.
Your results stay yours
Every study, tracking tag, respondent session and report is scoped to the account that created it. Companies working side by side in the platform never see each other's data.