Pirai AI XM Analyst

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.

XM Analyst connects directly to Qualtrics, QuestionPro and SurveySparrow via API. It also supports file upload for any platform that exports a structured survey file including QSF, JSON, XML and TXT formats, covering platforms such as Forsta, Medallia and LimeSurvey.

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
- Validate piped text references across all questions and confirm source fields exist in the flow
- Audit survey flow branches and WebService steps for logic errors
- Run a full pre-launch checklist and export the results as a PDF or Markdown report
- 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
- Compare two versions of the same survey and identify every change across questions, logic and settings
- Cross-survey field validation, confirm fields passed between surveys actually match
- 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 survey 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.

Detailed Guide: https://piraiai.com/blog/pirai-ai-xm-analyst-chat-with-your-surveys

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