• ERROR
  • SENTIMENT
  • HUMAN
  • STATS

How to audit chatbot conversations with your AI

Connect SmartChatAI to your AI client to pull live transcripts and analyze bot performance. Once connected, you can ask your agent to find specific patterns or errors in user interactions.

Ask AI about this page

Short answer

How can I audit my chatbot conversations using AI?

You can pull chat history directly into your AI client to review bot responses and user sentiment. This lets you identify where bots fail or loop without reading every single transcript manually. You'll get a clear view of bot accuracy and user friction points.

Audit outcomes

Where your insights land.

What you get after your AI reviews the data.

ERROR

Identify bot failures

Your AI scans transcripts to find where the bot gave wrong answers or got stuck in loops. You'll see exactly where the logic broke down.

SENTIMENT

Track user mood

The agent analyzes how users react to specific bot responses. You'll know if your bot is frustrating people or helping them.

HUMAN

Flag manual reviews

The AI highlights conversations that need a real person to step in. You'll get a list of specific chats that require human intervention.

STATS

Summarize performance

Get a high-level view of how your bots are performing across different sessions. You'll see trends in success rates and common user questions.

The workflow

What your AI does when you ask for an audit.

The AI handles the heavy lifting of fetching and reading through your chat logs.

  1. Locate your bots

    The AI identifies which chatbots are available for review in your account.

    list_ai_chatbots

  2. Fetch chat logs

    The agent pulls the specific conversation history you want to analyze.

    get_bot_chat_history

  3. Inspect bot settings

    The AI looks at the specific configuration of a bot to understand its intended behavior.

    get_chatbot_details

  4. Analyze interactions

    Your AI client processes the text to find errors, sentiment, or repetitive patterns.

    get_bot_chat_history

Try it

Copy these to start.

Use these prompts once you have connected SmartChatAI.

Starting points

These are starting points. Swap out the bot names or timeframes to match your specific needs.

SmartChatAI Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_5fjVN4hz5wDMsNn1YhpJYYbOodYFaL5gV4mJOz66/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — SmartChatAI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "smartchatai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5fjVN4hz5wDMsNn1YhpJYYbOodYFaL5gV4mJOz66/mcp"
    }
  }
}
Copy into chat04

  • List all my chatbots and tell me which one has the most recent activity.

  • Pull the chat history for the SupportBot and find any instances where the user expressed frustration.

  • Look at the chat history for the SalesBot and summarize the top three questions users asked today.

  • Check the details for the FAQBot and tell me if its current configuration matches the recent chat logs.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect SmartChatAI once, then ask.

Just click the link to connect your account. Your credentials stay encrypted and secure, and you can immediately start asking your AI questions about your bot data.

Connect SmartChatAI to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my chatbot's settings?

    No. The AI can read chatbot details and history, but it cannot modify your bot's configuration or settings.

  • 02

    Can the AI delete old chat transcripts?

    No. The tools only allow the AI to retrieve and read data. It has no capability to delete or wipe any history.

  • 03

    Can I audit bots from other platforms?

    No. The AI can only access data from chatbots managed through SmartChatAI.

  • 04

    Does the AI need to read every single chat to find errors?

    No. You can tell your AI to look at specific bots or specific timeframes to narrow down the search.

  • 05

    Can the AI respond to users for me?

    No. This connector is for auditing and analysis. It does not have tools to send messages or interact with users.

  • More questions about SmartChatAI? The Connector page answers them. See everything the SmartChatAI Connector can do

Connect SmartChatAI to Claude, Cursor, ChatGPT & more