LLM-Simulated Pilot Studies

Pilot-test your questionnaire before you recruit a single participant.

EZPsych runs your survey past LLM-simulated respondents and hands back a psychometric report — reliability, validity, dimension structure — in minutes.

Use Cases

Pre-Test Before You Field It

01

Academic questionnaire pilots

Check reliability, item quality, and dimension structure on a new or adapted scale before recruiting real participants.

02

Brand & concept pre-tests

Directionally screen purchase intent, uniqueness, and price sensitivity on a concept or ad copy before spending fieldwork budget — not a replacement for real consumer research.

03

Questionnaire QA for survey firms

Run a client's draft instrument past simulated respondents to catch confusing wording or a weak scale before it goes to a real panel.

How It Works

From Questionnaire To Report In Three Steps

01

Define your questionnaire

Bring an Excel workbook or a JSON spec — or let your AI agent build one from a plain-language description, validated against the EZPsych schema before you spend a single credit.

02

Virtual personas answer

LHS-sampled respondent profiles, each with a generated life-story narrative, work through every item the way a matching participant might.

03

Download the analysis report

Reliability, construct validity, dimension structure, and item quality — with optional item-effect and question-order monitoring included.

Built For AI Agents

A Free Public API For Autonomous Research Agents

A machine-readable entry point and a free, no-auth validation endpoint let an agent design and check an experiment before a human needs to sign in.

Read https://ezpsy.ai/llms.txt, then https://ezpsy.ai/docs/agent, for the full API.

/llms.txt · /docs/agent · POST /api/v1/experiments/validate is free, unauthenticated, and never issues an LLM call.