Fraud Detection

Flag fraudulent interviews with our AI agent for quality detection

Ensure high-quality data, regardless of source. Outset's fraud detection system evaluates every participant in your research projects to ensure your data is truly representative, accurate, and insightful.

Screenshot of participant list showing names, locations, times, and status indicators such as Fraud detected, Low effort, and Complete

Leading organizations trust Outset for the highest-fidelity research data

Be confident in the quality of your research data

High-Quality Participant Panels

Outset only partners with respected, reputable panel partners who keep their lists clean. Fraud prevention is a priority before you even recruit.

Custom Screeners

Ensure your participants are who you truly want to hear from by building native custom screeners and setting advanced screenout logic.

Custom Screeners

Ensure your participants are who you truly want to hear from by building native custom screeners and setting advanced screenout logic.

Fraud Detection Agent

Outset automatically detects and flags when participants are using an LLM, using custom built software with over 99% accuracy.

Fraud Detection Agent

Outset automatically detects and flags when participants are using an LLM, using custom built software with over 99% accuracy.

AI Quality Screener

Outset detects low-quality, low-effort answers in real-time and prompts participants to provide better detail or risk being removed from the study.

AI Quality Screener

Outset detects low-quality, low-effort answers in real-time and prompts participants to provide better detail or risk being removed from the study.

Only Pay for Authenticity

Any interviews confirmed by your team to be fraud are reported for future reference and fully compensated, so you don’t waste time or money.

Only Pay for Authenticity

Any interviews confirmed by your team to be fraud are reported for future reference and fully compensated, so you don’t waste time or money.

Manual Fraud Controls

If your team reviews an answer marked as fraud and they disagree, Outset gives full control to reverse a fraud flag to include in your research.

Manual Fraud Controls

If your team reviews an answer marked as fraud and they disagree, Outset gives full control to reverse a fraud flag to include in your research.

Trusted by the best

Top companies use Outset’s AI-moderated research platform to learn faster and make better decisions.

Outset is now a key tool for our team to get more, better, and most importantly, faster research done, accelerating our innovation pipeline substantially.
Michael Widenmeyer
Consumer Insights Sr. Manager
The speed and quality of the responses were outstanding. Outset will afford my team the opportunity to significantly increase the speed of delivery.
Wil Readinger
Head of UX Research
Outset is an integral part of our Microsoft Copilot research team, and access to their tool has transformed the way we work and the speed and depth of how we are able to understand and build for our users.
Chris Monnier
Principal UX Researcher
I would have never been able to moderate 50 sessions in a reasonable amount of time, but with Outset, you can run 50 interviews while you’re on a 20-hour flight
Athena Petrides
Senior Lead UX Researcher
Being able to focus my energy and leaving the interview process and the first analysis portion to Outset has helped me grow in my career
Jennifer Lien
Senior UX Researcher
[Outset] opened up a Pandora’s box, in a good way. We have all of these options for different types of research that our team couldn't do before. Now we can.
Jessica Davis
Senior Manager of Customer Insights
Outset allows users to spend their time on what really matters, which is understanding the consumer and designing products, rather than on countless hours of interviewing and labeling.
Leo Velásquez
Senior Experiment Designer