# How to prepare your Golden Q\&A

### Checklist Before the Session

* [x] Prepare 10–20 typical user questions
* [x] Write expert answers for each
* [x] Add citation links or references for every answer
* [x] Organize everything in a Google Sheet/CSV (add Audio column if needed)

{% embed url="<https://www.youtube.com/watch?v=qGfhSDoX034>" %}

## How to Prepare Your Golden Q\&A for Evaluating Your AI Agent

This document explains how to prepare your Golden Q\&A for use with Gooey.AI’s bulk evaluator. Follow each step to ensure your AI Agent can be tested and improved effectively.

### 1. Gather Typical User Questions

* Identify 10 to 20 common questions users might ask your AI Agent.
* These should cover important topics and key use cases.

### 2. Write Expert Answers

* Write the most accurate answer for each question you would want your AI Agent to give.
* Subject matter experts or your product team should write answers.

### 3. Add Citations

* For every answer, include a citation.
* The citation is a link or reference to the source material (webpage, PDF, document, knowledge base).
* If citing a PDF or document, include the page number or section.

### 4. Use Google Sheets for Organization

* Create a Google Sheet with the following columns:
  * Question
  * Answer
  * Citation (URL, document link, or specific page/section)
* If you are evaluating audio (user voice notes), add an “Audio” column. Place the Google Drive link to the audio recording for that question.

### 5. Example Google Sheet Format

| Audio (if needed)          | Question                        | Golden Answer                | Citation            |
| -------------------------- | ------------------------------- | ---------------------------- | ------------------- |
| \[Google Drive audio link] | What is the lip sync tools API? | The lip sync tools API is... | \[Link to API docs] |
| \[Google Drive audio link] | How do I animate a character?   | To animate a character...    | \[Link to tutorial] |

**You can duplicate this** [**Google Sheet**](https://docs.google.com/spreadsheets/d/1yw5VFASGUehz0vdhHIVvPgTh3xRXuubfqaDWAkG0ZAM/edit?usp=sharing)

### **Learn more about Speech Recognition Evals here:**

{% embed url="<https://docs.gooey.ai/guides/how-to-use-asr/how-to-create-language-evaluation-for-asr>" %}