Question 1

What does the AI pre-screener do for surveys?

Accepted Answer

It protects your study before entry by detecting bots, headless browsers, duplicate devices/IPs, and AI-generated open-ended answers, so only high-quality respondents proceed.

Question 2

How does it detect AI-generated text?

Accepted Answer

It combines linguistic signals, behavioral telemetry, and ensemble LLM checks to score responses. The system flags generic or templated prose and cross-checks device/context signals.

Question 3

Will it block legitimate participants?

Accepted Answer

Rules are conservative by default with transparent scoring. Thresholds can be tuned to allow conditional pass-through with auditor review.