• SCORE
  • RISK
  • MIX
  • HUMAN

How to evaluate revenue stability with your AI

Connect your data once. Your AI then calculates your risk levels and identifies churn patterns automatically.

Ask AI about this page

Short answer

How can I check if my revenue is stable?

Your AI calculates a health score by checking contract lengths and the ratio of recurring revenue to one-time fees. You'll get a clear view of your predictable cash flow and where your risks live.

The outcomes of your analysis.

What you'll see.

The AI turns your raw contract data into these specific insights.

SCORE

A single health metric

The AI produces a quantified score based on your current contract mix. This gives you a baseline to track over time.

RISK

Identify churn threats

The AI flags contracts that are nearing expiration or have low renewal probability. You'll see exactly which accounts put your stability at risk.

MIX

Recurring revenue ratios

You get a clear view of your MRR versus one-time service fees. This shows how much of your income is predictable.

HUMAN

Strategic decisions

The AI provides the data, but you decide how to adjust pricing or renewal terms. You use these scores to guide your actual business strategy.

The workflow

What your AI does when the data arrives.

Your agent processes your financial records through a two-step analysis.

  1. Analyze revenue mix

    The AI scans your revenue streams to separate recurring income from one-off payments. This builds a profile of your revenue quality.

    summarize_revenue_quality

  2. Check contract terms

    The AI looks at your contract data to see how long customers stay and when they are due to leave. This identifies long-term stability.

    analyze_contractual_stability

  3. Calculate health score

    The AI combines the revenue mix and contract longevity into a single score. This makes it easy to see your current standing.

    summarize_revenue_quality

  4. Flag churn risks

    The AI identifies specific contracts that deviate from your healthy baseline. It highlights these so you can investigate them manually.

    analyze_contractual_stability

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

These are opening lines. Swap the specific sheet or file names for your own.

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

  • Summarize the revenue quality from my 'Q3_Revenue_Sheet'.

  • Analyze the contractual stability for the clients listed in 'Client_Contracts_2024'.

  • Based on my 'Subscription_Data' sheet, what is my current recurring revenue ratio?

  • Look at the 'Master_Contract_List' and tell me which accounts have the highest churn risk.

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

Start here

Connect Revenue Quality Scorer once, then ask.

Link your data source once. Your credentials stay encrypted, and you can immediately start asking your AI about your revenue.

Connect Revenue Quality Scorer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my contract terms?

    No. The AI only reads and analyzes the data you provide. It cannot edit your contracts or change any live data.

  • 02

    Does the AI delete any of my revenue records?

    No. The AI has read-only access to your data through the tools. It cannot delete or modify your files.

  • 03

    What kind of files can I use?

    The AI can analyze any data you can provide through your connected client, such as spreadsheets or exported CSVs containing contract and revenue details.

  • 04

    How does it calculate the stability score?

    It uses the analyze_contractual_stability tool to look at contract lengths and the summarize_revenue_quality tool to weigh recurring versus one-time revenue.

  • 05

    Can I use this with Cursor?

    Yes, as long as you are using an MCP-compatible client like Cursor or Claude Desktop.

  • 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