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Chatbot report

Discover what visitors ask you chatbot and how chats drive engagement

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Written by The Nutshell Team
Updated yesterday

Your chatbot is having conversations every day. The Chatbot report helps you step back and see the bigger picture.

It shows you what people are asking, which pages spark the most chats, which nudges get clicked, and how those conversations are impacting your business. With these insights, you can improve your website content, reduce repetitive questions, and fine-tune your chatbot to work even harder for you.

Why this report matters

Your chatbot is more than a support tool. It is a window into your visitors’ thoughts.

With the Chatbot report, you can:

  • Discover common questions before they become repetitive

  • Identify which pages are driving the most conversations

  • See which nudges encourage people to start chatting

  • Understand how often people ask for a human

  • Spot frustration and fix gaps in your content

  • Improve your chatbot responses based on real data

Over time, this helps you create a smoother website experience and stronger engagement.

How to access the Chatbot report

Go to Reports > Other > Chatbot

From there, you can explore performance, topics, nudges, feedback, and detailed conversations.

At the top of the report, you can filter all data by:

  • Time period

  • Identified or Unidentified threads

Identified threads are chats where the visitor shared their details and became a known contact, while Unidentified threads are anonymous conversations with no contact information attached.

When you change the filters, every section on the page updates automatically.

AI Chatbot summary

At the top of the report, you will see an AI-generated summary for your selected time period.

This summary highlights:

  • Performance

  • Activity

  • Impact

It gives you a quick overview of how your chatbot is doing and how conversations are influencing outcomes like form fills or human handoffs.

Quick stats

The Quick stats section gives you a clear snapshot of chatbot engagement.

You will see:

  • Total visitors

  • Number of chatbot conversations started in the selected period

  • Percentage of conversations asking for a human

  • Percentage of visitors who filled out a form

Top nudges clicked

This section shows the top five nudges that were clicked during your selected period.

For each nudge, you can see:

  • The page where it was clicked

  • The number of threads started from that nudge

If a nudge was clicked from more than one page, you will see the main page plus a count of additional pages.

Clicking a nudge opens the related conversations in the sidebar.

Chatbot feedback

The Chatbot feedback section gives you a breakdown of conversation sentiment.

You will see:

  • Percentage of good conversations

  • Percentage of neutral conversations

  • Percentage of bad conversations

Each percentage is clickable and opens the related threads.

Most common topics

This section highlights the top five topics discussed in chatbot conversations.

For each topic, you will see:

  • The topic name

  • The number of related threads

Clicking a topic opens the thread view sidebar so you can review real conversations and summaries.

Top frustration topics

This section surfaces the topics where frustration appears most often.

For each topic, you will see:

  • The topic name

  • The number of related threads

Clicking into a topic lets you read the conversations behind it.

Knowledge gaps

Knowledge gaps show you the questions your chatbot could not answer confidently.

You will see a table that includes:

  • The question or question pattern

  • The number of related threads

You’ll see a link to the chatbot knowledge section to tune your chatbot directly from this section.

Oddball threads

Oddball threads highlight unusual or unexpected themes in conversations.

You will see:

  • The theme

  • The number of related threads

Exploring conversations in the thread view sidebar

When you click on a metric, topic, or nudge, the thread view sidebar opens.

Inside the sidebar, you can see:

  • A clear title and subtitle explaining what you are viewing

  • Collapsed thread summaries

  • Whether an action was completed such as a booking or form

  • The chatting user name or an unidentified label

  • The number of chats from that user

  • Sentiment where available

You can expand any thread to see the full conversation, similar to your inbox view.

Bringing it all together

The Chatbot report helps you move from guessing to knowing.

You can:

  • Understand what visitors are thinking

  • Improve high traffic pages

  • Reduce repetitive questions

  • Strengthen chatbot training

  • Improve overall website experience

Over time, these insights help you create smoother conversations and better results.

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