• PATTERNS
  • TRIAGE
  • SUMMARY
  • REPORTS

How to audit customer chat history with your AI

Connect Cliengo to your AI client once. After that, you can pull specific logs or scan entire conversation threads to find patterns in how customers interact with you.

Ask AI about this page

Short answer

How can I audit my customer chats using AI?

Your AI pulls conversation logs directly from Cliengo via WhatsApp and website chat channels. You can then ask it to summarize specific interactions, identify recurring complaints, or flag conversations that need a human response.

Audit outcomes

What you get from the audit

The AI processes raw chat data into organized insights.

PATTERNS

Identify recurring issues

The AI scans through multiple threads to find common questions or complaints. You'll see exactly what customers are struggling with most often.

TRIAGE

Flag urgent needs

The AI spots high-priority messages or frustrated customers. These specific chats are marked so you can jump in manually.

SUMMARY

Condense long threads

Instead of reading every line, you get a tight summary of what happened in a specific conversation. This saves hours of scrolling.

REPORTS

Analyze channel performance

Compare how customers behave on WhatsApp versus your website. You'll see which channel drives more specific types of inquiries.

The workflow

What your AI does when the data arrives.

The AI uses specific tools to navigate your Cliengo history and extract the details you need.

  1. Locate conversations

    The AI first looks through your available chat sessions to find the specific timeframe or customer you want to review.

    list_chat_conversations

  2. Fetch specific logs

    Once a conversation is identified, the AI pulls the full text of the messages to understand the context.

    get_chat_history

  3. Deep dive into contacts

    If you need to see everything a specific person has said over time, the AI pulls their entire message history.

    get_contact_messages

  4. Extract insights

    The AI processes the raw text to answer your questions about sentiment, intent, or specific product mentions.

    get_chat_history

Try it

Copy these to start.

Use these prompts once you have connected Cliengo.

Starting points

These are starting points. Swap out the bracketed info for your actual channel names or customer names.

Cliengo Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MRyOitUTNgwikfcTv2i6yrlt1ZeHz5wShB1b98jO/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 — Cliengo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cliengo-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MRyOitUTNgwikfcTv2i6yrlt1ZeHz5wShB1b98jO/mcp"
    }
  }
}
Copy into chat04

  • List all recent chat conversations from my website chat.

  • Summarize the last five WhatsApp conversations from the contact 'John Doe'.

  • Look through the chat history and tell me the top three reasons customers are reaching out this week.

  • Find any conversations in the recent history where a customer sounded frustrated.

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

Start here

Connect Cliengo once, then ask.

Click the link to authorize the connection. Your login stays encrypted on our side, and you can return to this page to see how to use the tools.

Connect Cliengo to your AI

FAQ

How this task behaves

  • 01

    Can the AI reply to customers for me?

    No. The AI can only read and analyze the chat history. You must handle all outgoing replies yourself.

  • 02

    Can the AI delete chat logs in Cliengo?

    No. The tools only allow the AI to read and list existing data. It cannot modify or delete your chat history.

  • 03

    Does it work with WhatsApp messages?

    Yes, it can retrieve messages from WhatsApp chats through the Cliengo connection.

  • 04

    Can I ask about a specific customer?

    Yes, you can ask the AI to pull the message history for a specific contact.

  • 05

    Can the AI change my chat settings?

    No. The AI is limited to reading conversation data and cannot change your Cliengo account configuration.

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

Connect Cliengo to Claude, Cursor, ChatGPT & more