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December 24, 2025
Feature

Smarter Study Setup & AI Screening

AI-powered screener recommendations, payout forecasting, and intelligent participant verification that adapts to how each person was recruited.

We've shipped major improvements to how you set up studies and how our AI moderator screens participants. The result: faster study configuration and more reliable participant quality.

AI-Powered Screener Recommendations

When you describe your target audience in the study chat, the AI now generates 6 highly specific screeners tailored to your research topic. Instead of generic demographic filters, you get precise qualification criteria based on your actual study needs.

The recommendations pull context from your entire study conversation—understanding your research objectives, target audience, and methodology to suggest screeners that actually matter for your insights.

Payout Forecaster

See estimated participant payouts before you launch. The new Payout Forecaster shows:

  • Estimated hourly rate based on your screener complexity and study duration
  • Budget calculations that automatically sync—change your target response count and the budget updates, or adjust your budget and see how many participants you can afford

No more guessing what to pay. The forecaster analyzes your screeners and interview length to suggest competitive rates.


These improvements are live now. Create a new study to experience the streamlined setup flow.

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