How to Transcribe Survey Responses with ChatGPT
Audio survey transcription with ChatGPT and ToolRouter. Convert verbal feedback to text for analysis.
Tool
ChatGPT combines transcription with qualitative analysis, turning audio survey data into presentation-ready insights. Upload the recordings and ChatGPT transcribes, categorizes by sentiment, and pulls key quotes. The conversational approach produces research reports that are ready for stakeholder presentations.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Audio Transcriber tool:
- Ask: "Transcribe these audio survey responses" and provide the recordings
- ChatGPT returns text for each response
- Request: "Create a thematic analysis across all responses"
- Use the analysis for your survey report
Example Prompt
Try this with ChatGPT using the Audio Transcriber tool
Transcribe these 15 verbal survey responses about a new product concept. Categorize by positive, neutral, and negative sentiment, and pull key quotes.
Tips
- ChatGPT can create presentation-ready analysis with charts-worthy data from transcripts
- Ask for responses coded by your specific research questions
- Request a one-page executive summary suitable for stakeholder presentations