> For the complete documentation index, see [llms.txt](https://docs.idew.org/project-chatbot/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.idew.org/project-chatbot/project-instructions/3-evaluate-and-refine-solution/3.2-initial-question-analysis.md).

# 3.2 Chatbot Usage Analysis

{% tabs %}
{% tab title="✓  INSTRUCTIONS & DELIVERABLE" %}
{% hint style="warning" %}
This activity requires a backend to the chatbots that collects usage data. This feature is not available yet, but should be coming. Check back soon.
{% endhint %}

After making any improvements to your chatbot from the user evaluation in your previous exercise, share your chatbot link with classmates and others outside of class to generate some data on chat behaviors. Prepare summary data and charts on people's interactions with your chatbot and draw some conclusions about the quality of the interactions and any inferences that can be made about visitors' mental models. Look for any patterns indicating errors in your chatbot script or functions.

**❏ Deliverable**\
A document or slide that summarizes analysis in charts.
{% endtab %}
{% endtabs %}


---

# Agent Instructions
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## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.idew.org/project-chatbot/project-instructions/3-evaluate-and-refine-solution/3.2-initial-question-analysis.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
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Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.