• LISTS
  • USERS
  • INSIGHTS
  • HUMAN

How to extract user behavior segments with your AI

Connect GrowingIO to your AI client to turn raw behavioral data into actionable user groups. Once connected, your agent handles the heavy lifting of finding and filtering users.

Ask AI about this page

Short answer

How can I get user segments from GrowingIO using AI?

You tell your AI what behavioral patterns or attributes you're looking for, and it uses GrowingIO to identify those specific groups. It then pulls the individual user data you need for your next step. Here is how the process works.

Where every segment lands.

The outcomes of your request

Depending on what you ask, your AI delivers one of these four results.

LISTS

Segment definitions

The AI identifies all available behavioral groups in your GrowingIO account. You get a clear list of what segments currently exist.

USERS

Targeted user lists

Your agent pulls the specific users that match your criteria. This gives you the exact IDs or profiles needed for outreach or analysis.

INSIGHTS

Behavioral summaries

The AI looks at the patterns within a segment to explain why these users are grouped together. You get a plain English description of their common actions.

HUMAN

Manual verification

You decide if a segment is actually useful for your campaign. The AI provides the data, but you make the final call on strategy.

The workflow

What your AI does when you ask for segments.

The AI moves from broad discovery to specific user retrieval.

  1. Scan existing groups

    The AI looks through your GrowingIO account to see which behavioral segments are already defined and ready to use.

    list_segments

  2. Filter by behavior

    Your agent narrows down the search to find the specific group that matches your unique behavioral description.

    list_segments

  3. Pull user details

    Once the group is found, the AI grabs the individual user data belonging to that specific segment.

    get_segment_users

  4. Format the data

    The AI organizes the retrieved user information into a clean format that you can use in your chat or export elsewhere.

    get_segment_users

Try it

Copy these to start.

Use these prompts to trigger the GrowingIO tools immediately.

Starting points

Swap out the bracketed text with your actual segment names or behavioral descriptions.

GrowingIO Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_u60VXXuVcL3y57sTWL2zr6J2OAcGQI6ta6DW5L1U/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 — GrowingIO capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "growingio-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_u60VXXuVcL3y57sTWL2zr6J2OAcGQI6ta6DW5L1U/mcp"
    }
  }
}
Copy into chat04

  • List all the user segments currently available in GrowingIO.

  • Find the users in the 'High Spenders' segment in GrowingIO.

  • Identify the segment for users who added items to their cart but didn't checkout.

  • Get the user list for the 'Churn Risk' segment so I can analyze them.

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

Start here

Connect GrowingIO once, then ask.

Just follow the link to authorize the connection. Your credentials stay encrypted, and you can start chatting with your data immediately.

Connect GrowingIO to your AI

FAQ

How this task behaves

  • 01

    Can the AI create new segments in GrowingIO?

    No. The AI can only find and retrieve existing segments using the available tools.

  • 02

    Will the AI delete any user data?

    No. The tools only allow the AI to read and list data, never to delete or modify it.

  • 03

    Can I use this to send emails to these users?

    The AI can find the users for you, but it cannot send emails directly through GrowingIO.

  • 04

    Does the AI see all my customer data?

    The AI only accesses the specific segment and user data required to answer your prompt.

  • 05

    Can the AI update user attributes?

    No. The AI is limited to retrieving information, not changing user profiles.

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

Connect GrowingIO to Claude, Cursor, ChatGPT & more