Low quality response screening

What's new

  • Low quality screening is now enabled by default for all new studies

  • The AI moderator scores each response during the interview and warns participants when answers are too short, off-topic, or unclear

  • After three low-quality responses, the interview ends early and the participant is not paid

  • Each interview in your Results tab now shows a quality label (low, medium, or high) to help you prioritize where to dig in


Why it matters
Fraud screening catches bad actors. Low quality screening does something different: it catches disengaged or low-effort participants in real time and gives them a chance to course-correct before it affects your data. That means fewer short, vague, or unusable responses making it into your results without you having to sift through them manually.

How to use it

  • New studies will have low quality screening on by default. You can turn it off on the Recruit page before publishing.

  • For studies created before this change, toggle on "Low quality screening" in your study setup.

  • After interviews run, filter by quality label in the Results tab to focus your review time.


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The most advanced AI-moderated research platform

Secure by design

GDPR compliance badge
AICPA SOC 2 compliance badge
HIPAA compliance badge

© 2026 Parnassus Labs, Inc. All rights reserved.

The most advanced AI-moderated research platform

Secure by design

GDPR compliance badge
AICPA SOC 2 compliance badge
HIPAA compliance badge

© 2026 Parnassus Labs, Inc. All rights reserved.