• RISK
  • GROWTH
  • DATA
  • HUMAN

How to analyze market diversification with your AI

Connect your sales data to your AI client to see where your revenue is concentrated. Once connected, your agent handles the math to find your exposure.

Ask AI about this page

Short answer

How can I check if my revenue is too concentrated?

Your AI client uses the Revenue Quality Scorer to group your income by geography or product line. It identifies if a single area or item is carrying too much of your total revenue. You get a clear view of your business exposure.

The results you get.

Where your insights land.

The AI processes your raw sales data into these specific outcomes.

RISK

Concentration alerts

The AI flags specific regions or products that account for a large percentage of your total income. You'll see exactly where you are over-leveraged.

GROWTH

Untapped markets

The agent identifies low-revenue segments that have high potential. This shows you where to focus your next marketing push.

DATA

Segmented breakdowns

You get clean tables showing revenue split by country, state, or product category. It turns messy transaction logs into organized summaries.

HUMAN

Strategic decisions

The AI provides the numbers, but you decide how to shift your resources. You use these findings to plan your next quarter.

The workflow

What your AI does when the data arrives.

The AI doesn't just read numbers; it maps your entire business footprint.

  1. Data ingestion

    Your agent pulls recent transaction history and customer location data from your connected sources.

    analyze_market_breadth

  2. Segmentation

    The AI categorizes every dollar earned into specific buckets like geographic region or product type.

    analyze_market_breadth

  3. Risk calculation

    The agent calculates the percentage of total revenue each segment represents to find outliers.

    analyze_market_breadth

  4. Reporting

    The AI summarizes these findings into a readable format you can use for planning.

    analyze_market_breadth

Try it

Copy these to start.

Use these lines to kick off the analysis in your chat window.

Starting points

These are opening lines. Swap out the specific names for your actual spreadsheet or database files.

Revenue Quality Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Ged3u4nD2BdkAuXUMrpyJewMl6HmFALVCmIgRrEm/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 — Revenue Quality Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "revenue-quality-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Ged3u4nD2BdkAuXUMrpyJewMl6HmFALVCmIgRrEm/mcp"
    }
  }
}
Copy into chat04

  • Analyze the market breadth in my sales_data.csv and tell me if I'm too dependent on one region.

  • Check the revenue distribution across all product lines in my Shopify export.

  • Look at my transaction history and identify which geographic areas are growing the fastest.

  • Summarize my market concentration based on the data in this Google Sheet.

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

Start here

Connect Revenue Quality Scorer once, then ask.

Just link the MCP to your preferred client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Revenue Quality Scorer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my actual sales records?

    No. The AI only reads your data to perform analysis. It cannot edit, delete, or modify your original files.

  • 02

    Does the AI decide which markets I should enter?

    No. The AI identifies patterns and risks, but the final strategic decisions are entirely up to you.

  • 03

    What kind of files can I use for this?

    The AI can analyze data from any source you connect, such as CSV files, Google Sheets, or direct database connections.

  • 04

    Will it automatically run every week?

    No. The analysis only runs when you explicitly ask your AI to perform the task.

  • 05

    Can it analyze my competitors' market breadth?

    No. The AI only has access to the data you provide through the connected sources.

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

Connect Revenue Quality Scorer to Claude, Cursor, ChatGPT & more