On Demand Webinar

June 2025

Analyzing Survey Fraud Across 6 Sources

3,600 respondents from 6 different sources put to the test

We ran a controlled study sourcing 3,600 respondents from 6 different sample providers and marketplaces. Every respondent was screened by pre-survey fraud prevention and scored by in-survey data cleaning. The results show significant quality variation between sources and highlight why multi-layer quality controls are essential.

Analyzing Survey Fraud Across 6 Sources video preview
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What You Will Learn

What is inside the webinar

A controlled comparison

  • 3,600 respondents from 6 different sources
  • The same quality process applied to every respondent

Two layers of quality

  • Pre-survey fraud prevention screening
  • In-survey data cleaning scores

What the results showed

  • Significant quality variation between sources
  • Why multi-layer quality controls are essential

Protect every stage of your research

See how Rep Data combines fraud prevention and data cleaning to help research teams trust their results.

Trusted by teams who take quality seriously.

Pabst Blue Ribbon

[Rep Data] is truly a researcher's platform. If you know how to design surveys and apply best practices, this tool lets you do everything you need. There's no survey I couldn't craft with [Rep Data], its flexibility is virtually limitless, from piping and routing to conditional logic.

Bill Duncan

Pabst Blue Ribbon

Director of Insights