Hey XM Community,
I have been building something over the Easter break that I think many of you will find genuinely useful and wanted to share it here first.
XM Analyst is a free Chrome extension that lets you chat with your Qualtrics surveys using AI. Load a survey via the Qualtrics API, ask anything in plain English, and get instant structured answers.
What you can ask:
- List all embedded data fields used in this survey
- Which questions have display logic? Explain each condition in simple terms
- Are there any issues with the survey flow logic?
- Is there any JavaScript used? Print it
- I am preparing for launch, list all survey settings and options
- Compare the embedded data fields across both loaded surveys
How it works:
It connects directly to your Qualtrics account via API using your existing API token. The full QSF is loaded into an AI session. You ask questions and get answers. The session persists so you can ask follow-up questions without reloading.
A real example from testing:
During development I loaded a real survey and asked if there were any issues with the survey flow logic. It identified a FireAndForget WebService configuration that meant the embedded data field controlling which block to display was never updating before the branch condition evaluated. Silent failure. Would have been live. Found in one question.
What it supports:
- Qualtrics via API (full QSF via survey-definitions endpoint)
- File upload: QSF, JSON, XML, TXT
- Multi-survey sessions for cross-survey comparison
Demo:
Privacy:
Uses your own OpenAI API key. Survey data goes directly from your browser to OpenAI. Pirai AI never sees or stores your survey content or credentials.
Install free on the Chrome Web Store: https://chromewebstore.google.com/detail/pirai-ai-xm-analyst/npfmcihniagjmgmmgigjicfdaofafkkl
Would love to hear your feedback and any use cases you would like to see added. Happy to answer any questions below.
