What We Check
Two threats, one check
Our pre-survey fraud prevention and our in-survey data cleaning power every check, so you catch bad actors and disengaged respondents in the same pass.
Fraud
- Duplicate respondents and devices
- Bots and agentic automation
- AI-written open-ends
- VPN, proxy, and location mismatch
- Survey farms and fraud rings
- Suspicious device fingerprints
Inattention
- Per-question speeding under normal totals
- Contradictions across the full survey
- Redundant patterns hidden in grids
- Open-ends that repeat across respondents
- AI-written open-ends that read as real
- Unnatural typing cadence and keystroke gaps
Classified, Not Just Counted
Every response classified, with the reasons spelled out
We do not just hand you a fraud rate. Each respondent is classified as valid, inattentive, or fraudulent, and we break down the specific reasons behind every flag, so you can see exactly what failed and why.
Test Any Sample
Your suppliers, our sample, or both
Run the same checks on whatever sample you want, so you can see where quality actually stands and compare sources fairly.
Your own suppliers
Bring data from your existing panels and suppliers, and see how clean those sources really are.
Rep Data sample
Run the same checks on our curated sample, sourced across 250+ sample sources and 20+ integrated panels.
Both, side by side
Compare your current sources against Rep Data sample on the exact same study.
Two Ways To Run
Upload instantly, or run live
Get a fast read on data you already have, or field a study live to capture every signal.
Upload instantly
Some checks, right away
Drop in a dataset you already have and instantly run the checks that work on response data alone, including text analysis, duplicates, speeding, straightlining, and coherence.
- No fielding required
- Results in minutes
- Works on past studies
Run live
All checks, end to end
Field the study through the live checker to capture every signal, including device fingerprinting, behavioral patterns, and real-time fraud checks that only exist while respondents are taking the survey.
- Full pre-survey and in-survey coverage
- Blocks bad actors at entry
- Scores every response in real time
What You'll Learn
See what is really in your data
How many responses get classified as valid, inattentive, or fraudulent, broken down by reason.
32% average fraud
How much "invisible fraud" gets missed despite rigorous data cleaning.
84% average invisible
How to permanently protect your research on your existing sources, in a single click.
1-Click to protect
Start your free check
No cost. No commitment.