• SEGMENTATION
  • LTV
  • TRENDS
  • HUMAN

How to analyze revenue distribution with your AI

Connect your player data once. Your AI handles the math to show exactly where your money is coming from.

Ask AI about this page

Short answer

How can I see my revenue split by player tiers?

Your AI uses the connector to group your revenue data into specific spending tiers like whales and dolphins. You get a clear view of which player segments drive your bottom line.

The results you get

Where your data lands

Running this task gives you these specific views of your economy.

SEGMENTATION

Tiered revenue splits

The AI categorizes every transaction into spending buckets. You see exactly what percentage of revenue comes from high-value players versus casual spenders.

LTV

Lifetime value metrics

The tool calculates the total value of different player groups over time. This helps you understand the long-term worth of each segment.

TRENDS

Spending shifts

Your agent identifies if your whale population is growing or shrinking. You get the data needed to spot changes in player behavior.

HUMAN

Strategic decisions

The AI provides the raw numbers and groupings. You decide how to adjust your live ops or monetization strategy based on these insights.

The workflow

What your AI does when the data arrives.

The AI takes your raw transaction logs and turns them into a structured economic report.

  1. Data ingestion

    Your agent pulls the necessary transaction and player history from your connected source.

    get_revenue_distribution

  2. Tier grouping

    The AI sorts players into specific buckets based on their total spend.

    get_revenue_distribution

  3. LTV calculation

    The agent computes the lifetime value for each identified segment.

    get_revenue_distribution

  4. Summary generation

    Your AI presents the final distribution percentages and tier totals in a readable format.

    get_revenue_distribution

Try it

Copy these to start.

Use these prompts to trigger the analysis immediately.

Starting points

Swap the bracketed text for your actual data source names like a Google Sheet or a database export.

Player Spending LTV Calc Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_NeEtnFfRaUnIU6m9ZqfOLQoMr3Zl4xvhoZ2m0rEL/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 — Player Spending LTV Calc capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "player-spending-ltv-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_NeEtnFfRaUnIU6m9ZqfOLQoMr3Zl4xvhoZ2m0rEL/mcp"
    }
  }
}
Copy into chat04

  • Analyze the revenue distribution in my player_spend_2024 sheet.

  • Show me the revenue split between whales and dolphins using the current transaction log.

  • Calculate the LTV for each spending tier in my recent export.

  • Based on the revenue distribution, which player segment is most profitable?

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

Start here

Connect Player Spending LTV Calculator once, then ask.

Just link your data source. Your credentials stay encrypted and the AI handles the rest.

Connect Player Spending LTV Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my actual transaction data?

    No. The AI only reads the data to perform calculations; it cannot modify your original records.

  • 02

    Does the AI create new player accounts?

    No. This tool is strictly for analyzing existing revenue and spending patterns.

  • 03

    What kind of data do I need to provide?

    You need to provide access to transaction logs or player spending history that includes user IDs and purchase amounts.

  • 04

    Can I define my own whale and dolphin thresholds?

    Yes. You can tell your AI exactly what spending amounts constitute a whale or a dolphin for your specific game.

  • 05

    Will this work with my existing SQL database?

    Yes, as long as your AI client can access the data through a compatible connection.

  • More questions about Player Spending LTV Calculator? The Connector page answers them. See everything the Player Spending LTV Calculator Connector can do

Connect Player Spending LTV Calc to Claude, Cursor, ChatGPT & more