AI-Powered User Interview Workflow

September 25, 2025

Aladuddin Aladin

This template automates the process of conducting user research interviews using n8n forms, an AI interviewer (LLM agent), and Redis-backed session management. The workflow dynamically generates interview questions, records responses, and stores transcripts for later analysis.

Users interact through a simple web form: they answer questions, receive new ones, and can end the interview at any time by typing “stop interview”. A transcript is automatically saved to Google Sheets and can be displayed via a completion screen.

✨ Features

  1. Form-Based Interview Start: Users enter their name to begin, creating a new session ID in Redis.
  1. AI Research Agent: Uses an LLM (Groq LLaMA model) to dynamically generate open-ended, context-aware questions.
  1. Infinite Looping Questions: Each user response triggers a new AI-generated question until the user ends the session.
  1. Transcript Recording: Every Q&A pair is stored in Redis, ensuring persistence throughout the interview.
  1. Google Sheets Export: Transcripts are automatically pushed to a Google Sheet for team-wide analysis.
  1. Completion Flow: Users are redirected to a custom “Thank You” page showing their transcript.
  1. 404 Handling: If a transcript cannot be found (e.g., expired session), a friendly error page is displayed.
  1. Scalable Session Management: Uses Redis (e.g., via Upstash) for fast, scalable session handling.
  1. Customizable Topics: Easily set the interview topic (e.g., user experience, product feedback, market research).

About the author

Alauddin Aladin is an AI Automation expert helping businesses streamline operations, boost productivity, and scale effortlessly using tools like Make.com and n8n. With over a decade of experience in digital systems and automation strategy, Alauddin empowers entrepreneurs to save time and grow smarter through intelligent workflows and AI-driven solutions.

Leave a Comment