---
title: ToolRouter — Use Case
description: Step-by-step guide for a real-world ToolRouter use case with agent-specific instructions.
url: https://toolrouter.com/tools/audio-transcriber/use-cases/create-text-from-surveys
---
# Transcribe Audio Survey Responses

Audio surveys and verbal feedback capture richer, more nuanced responses than written forms. People express complex opinions more naturally when speaking, and response rates are higher for voice-based surveys. The challenge is that audio responses are much harder to analyze than text -- you cannot search, sort, or statistically analyze recordings without first converting them to text.

Transcription bridges this gap. The transcribe_audio skill converts each verbal response into searchable text, enabling the same analysis workflows you would use for written survey data. You can code responses, identify themes, count keyword frequency, and extract quotes for reports.

This is valuable for market research firms, UX research teams, customer experience programs, and academic researchers who collect qualitative data through interviews and open-ended audio questions. The transcription step transforms unstructured audio into structured data that feeds directly into your analysis tools.

**Tool:** [Audio Transcriber](https://toolrouter.com/tools/audio-transcriber)
**Skills:** transcribe_audio

## Agent Guides

- [How to Transcribe Survey Responses with Claude](https://toolrouter.com/tools/audio-transcriber/use-cases/create-text-from-surveys/claude): Guide for Claude
- [How to Transcribe Survey Responses with ChatGPT](https://toolrouter.com/tools/audio-transcriber/use-cases/create-text-from-surveys/chatgpt): Guide for ChatGPT
- [How to Transcribe Survey Responses with Copilot](https://toolrouter.com/tools/audio-transcriber/use-cases/create-text-from-surveys/copilot): Guide for Copilot
- [How to Transcribe Survey Responses with OpenClaw](https://toolrouter.com/tools/audio-transcriber/use-cases/create-text-from-surveys/openclaw): Guide for OpenClaw
