• METRICS
  • PATTERNS
  • INSIGHTS
  • HUMAN

How to investigate customer churn rates with your AI

Connect ChartMogul to your AI client to turn subscription data into churn insights.

Ask AI about this page

Short answer

How can I use AI to find out why customers are leaving?

Your AI pulls churn and loss metrics from ChartMogul for any timeframe you choose. It then compares these numbers against your subscription plans to spot patterns in customer loss. You'll see exactly which plans or periods are driving your churn.

Analysis outcomes

What you'll discover

The AI processes your subscription data to surface these specific insights.

METRICS

Direct churn data

The AI pulls specific churn and loss percentages for the timeframes you request. You get the exact numbers for the periods you care about.

PATTERNS

Plan-based trends

By looking at different subscription tiers, the AI identifies if specific plans have higher loss rates than others.

INSIGHTS

Loss drivers

The AI correlates churn timing with plan types to show where retention is failing.

HUMAN

Strategic decisions

The AI provides the data, but you decide how to change your pricing or product to stop the bleeding.

The workflow

What your AI does when the data arrives.

The AI moves from raw data retrieval to pattern recognition.

  1. Pull churn metrics

    The AI fetches specific churn and loss percentages for the timeframes you specify.

    get_churn_rates

  2. Audit subscription plans

    The AI looks at your available subscription tiers to see how they are structured.

    list_subscription_plans

  3. Cross-reference data

    The AI compares churn rates against specific plans to find correlations.

    get_churn_rateslist_subscription_plans

  4. Summarize findings

    The AI presents a summary of where retention is failing so you can act.

    get_churn_rates

Try it

Copy these to start.

Use these prompts to begin your investigation.

Starting points

Swap the bracketed text for your actual ChartMogul timeframes or plan names.

ChartMogul Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_3QVHkq78BDW3ESHET9n4Z7QXOTUtQaVRHLsqWFSA/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 — ChartMogul capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "chartmogul-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3QVHkq78BDW3ESHET9n4Z7QXOTUtQaVRHLsqWFSA/mcp"
    }
  }
}
Copy into chat04

  • Get the churn rates for the last three months.

  • Compare the churn rates between my Basic and Pro subscription plans.

  • Show me the loss metrics for Q3 compared to Q2.

  • Which subscription plan has the highest churn rate right now?

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

Start here

Connect ChartMogul once, then ask.

One connection gives your AI access to your subscription data. Your login stays encrypted and secure on our side.

Connect ChartMogul to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my subscription prices in ChartMogul?

    No. The AI can only read churn and plan data. It cannot modify your billing settings or prices.

  • 02

    Can I ask for churn data for a specific customer?

    No. These tools are designed to pull aggregate metrics and plan lists, not individual customer records.

  • 03

    Does the AI need me to export CSVs first?

    No. Once connected, the AI pulls the data directly from ChartMogul using its built-in tools.

  • 04

    Can the AI delete old subscription plans?

    No. The AI has no capability to delete or edit any data within ChartMogul.

  • 05

    How does the AI know which plans to check?

    It uses the subscription plan list to identify the tiers available in your account.

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

Connect ChartMogul to Claude, Cursor, ChatGPT & more