Pirai AI XM Analyst

Upload a Qualtrics QSF and chat with it using AI. Analyse survey logic, embedded data, display logic and more.

Pirai AI XM Analyst is an AI-powered survey intelligence tool that lets you chat with your surveys in plain English. Instead of manually reviewing survey logic, flow conditions, and field configurations, simply load your survey and ask questions — getting instant, structured answers in seconds. **What it does** XM Analyst connects directly to your survey platform or accepts uploaded survey files, then uses advanced AI to analyse the complete survey structure. Ask anything about your survey and get clear, actionable answers without digging through complex survey builders. **Supported Platforms** Qualtrics (via API or QSF file upload) QuestionPro (via API) SurveySparrow(via API) File upload: QSF, JSON, XML, TXT formats **Key Use Cases** Instantly list all embedded data fields defined in your survey flow Identify which questions have display logic and explain each condition in plain English Review skip logic rules and verify that conditions reference valid fields Audit survey flow branches and WebService steps for logic errors Extract and copy all JavaScript used across survey questions Get a complete survey summary including question count, block structure, and question types Compare embedded data fields and question structures across multiple surveys simultaneously Cross-survey field validation — confirm fields passed between surveys actually match Generate test plans for complex survey logic before going live Ask follow-up questions in a natural conversation — context is maintained throughout your session **How it works** 1. Add your OpenAI API key and connect your survey platform in Settings 2. Browse and select surveys from your platform, or upload a QSF file directly 3. Load one or more surveys into the chat session 4. Ask questions in plain English and get structured, formatted answers instantly **Your data stays private** All API keys are stored locally in your browser and never leave your device. Survey data is sent directly from your browser to OpenAI using your own API key — Pirai AI never stores or processes your survey content. Powered by Pirai AI — piraiai.com