# Revenue Quality Scorer MCP for AI Agents AI Agent Connect

> Revenue Quality Scorer. This Connector analyzes your revenue health by looking at customer concentration, recurring revenue ratios, and geographic diversity. It turns raw financial data into actionable scores to help you identify risks and understand your market breadth.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Ged3u4nD2BdkAuXUMrpyJewMl6HmFALVCmIgRrEm/ai-agent-connect
- **Tags:** revenue, finance, risk-analysis, saas, metrics

## Description

The Revenue Quality Scorer provides a deep analytical dive into the health of your revenue streams. It evaluates your recurring revenue ratio, customer concentration, expansion versus new logo mix, contractual stability, geographic diversification, and product diversity. It delivers actionable scores from 0-100 to show you exactly where your business stands. Instead of just looking at a total revenue number, you get a clear picture of how much you rely on a few big clients or how vulnerable you are to a single market shift. It helps you see if your growth is coming from expanding your existing customer base or just a constant hunt for new ones. You can find this in the Vinkius catalog to get started quickly. It turns raw data into a clear risk profile, helping you understand your contractual longevity and whether your market breadth is wide enough to survive a downturn. It is about moving past vanity metrics to see the actual stability of your income. This means you can spot a growing dependency on one specific region before it becomes a problem and see if your product mix is actually diversifying your risk or just creating more complexity. It gives you the data needed to make hard decisions about where to invest your next dollar of marketing spend or sales effort.

## Tools

### summarize_revenue_quality
Get a high-level overview of your revenue quality for a specific fiscal year. This helps you see your overall health in a single score.

### analyze_market_breadth
Measure your spread across different products and regions. This tells you how diversified your market presence actually is.

### analyze_concentration_risk
Identify how much you rely on your largest customers. This tool highlights dependency risks using an HHI index.

### analyze_contractual_stability
Assess the longevity of your revenue. This shows you how stable your contracts are over time.

## Prompt Examples

**Prompt:** 
```
What's our revenue risk for 2023?
```

**Response:** 
```
### 2023 Revenue Quality Audit

**Overall Quality Score:** 78/100 (Premium)

| Metric | Score | Status |
| :--- | :--- | :--- |
| **Concentration Risk** | 65 | Moderate |
| **Contractual Stability** | 82 | High |
| **Market Breadth** | 74 | Good |

**Key Insights:**
* Your top 3 customers represent 18% of total revenue.
* Geographic diversity is high, but product diversity is lagging in the Enterprise segment.
```

**Prompt:** 
```
Are we too dependent on our biggest customers?
```

**Response:** 
```
### Concentration Risk Analysis

Your current concentration risk score is **65**. 

* **Top Customer Dependency:** Your largest client represents **12%** of your total revenue.
* **HHI Index:** Within manageable limits, but approaching the warning zone.
* **Recommendation:** Focus on expanding the footprint within your top 5 accounts to reduce individual dependency.
```

**Prompt:** 
```
How diversified are we in Europe?
```

**Response:** 
```
### Europe Market Breadth

**Geographic Score:** 85/100
**Product Score:** 70/100

**Analysis:**
* **Strongest Regions:** Germany, France, and UK.
* **Primary Drivers:** Enterprise Software and Cloud Services.
* **Opportunity:** Product diversity is lower in the Southern European markets compared to Northern Europe.
```

## Capabilities

### Score overall revenue health
Get a high-level score for a specific fiscal year based on multiple quality dimensions.

### Identify high-risk customer dependencies
Calculate concentration risk to see how much of your income relies on a few large clients.

### Gauge contract longevity
Measure your contractual stability to understand the predictability of your recurring revenue.

### Map geographic and product spread
Analyze your market breadth to see how diversified your revenue is across regions and products.

### Evaluate recurring revenue ratios
Determine the proportion of stable recurring revenue versus one-off sales.

## Use Cases

### Board Meeting Prep
A VP of Finance asks for a summary of the year's revenue health to show investors that the growth is stable and low-risk.

### Risk Assessment
A founder wants to know if losing their biggest client would be a company-ender and uses the concentration risk tool to get a score.

### Expansion Strategy
A product lead wants to see if their new product line is actually diversifying their revenue or just cannibalizing old ones.

### M&A Due Diligence
An analyst uses the tool to check the contractual longevity of a target company's revenue during an acquisition review.

## Benefits

- Stop guessing about risk. Use `analyze_concentration_risk` to see exactly how much of your income depends on a few large clients.
- Better board reporting. Use `summarize_revenue_quality` to provide a standardized score for your fiscal year performance.
- Plan for retention. Use `analyze_contractual_stability` to see if your contracts are actually lasting long enough to justify your CAC.
- Identify market gaps. Use `analyze_market_breadth` to find out where you are over-reliant on one region or product.
- Validate growth. Compare your expansion versus new logo mix to see if you are successfully growing your existing user base.

## How It Works

The bottom line is you get a clear, scored audit of your revenue health instead of just a total sum.

1. Connect your revenue data source to your AI client.
2. Ask your agent to run a quality score or risk analysis for a specific period.
3. Get a detailed breakdown of your stability, concentration, and market spread.

## Frequently Asked Questions

**What does the Revenue Quality Scorer do for my business?**
It analyzes your revenue health by looking at things like customer concentration, recurring revenue ratios, and geographic diversity. It gives you a clear score to help you understand your risk profile.

**Can I use Revenue Quality Scorer to find out if I'm too dependent on one client?**
Yes. It specifically calculates concentration risk using the HHI index to show you exactly how much of your income relies on your largest customers.

**Does Revenue Quality Scorer help with SaaS growth metrics?**
Yes, it helps you see if your growth is coming from expanding your existing customer base or if you are just constantly chasing new logos, which is a key part of sustainable growth.

**How does Revenue Quality Scorer measure market breadth?**
It looks at your spread across different products and regions. This tells you if you are diversified enough to survive a downturn in a specific market or product category.

**Can I use this for board reports?**
Absolutely. It provides a clear, high-level overview and a 0-100 score that you can use to communicate your revenue stability and risk profile to stakeholders.

**What is the difference between stability and breadth in this Connector?**
Stability measures your contract longevity and recurring revenue. Breadth measures your geographic and product diversity. Both are essential for a complete risk audit.

**What does the overall score represent?**
The overall score is a weighted average of six dimensions: recurring revenue, concentration risk, expansion mix, stability, geography, and product diversification. A higher score indicates more predictable and stable revenue.

**How can I check if a specific customer is causing high risk?**
Use the `analyze_concentration_risk` tool. By setting a `minRevenueThreshold`, you can see how much revenue is tied to your largest customers and identify if the concentration level is high risk.

**Can I filter analysis by region?**
Yes, the `analyze_market_breadth` tool allows you to provide a `region` parameter to focus your geographic diversification analysis on specific areas like 'Europe' or 'North America'.