# Startup Partner Economics Engine AI Agent Connect

> Financial modeling for partner channel profitability and unit economics.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Pfj5GZJERv82iofy3Mmgb9OnNffWUhTxmBytlhsQ/ai-agent-connect
- **Tags:** partner-economics, unit-economics, channel-profitability, financial-modeling, revenue-share

## Description

This MCP server provides a specialized financial modeling engine to evaluate the profitability of indirect sales channels. It allows users to calculate unit economics, channel-wide profitability, and the impact of customer retention on long-term value. Use `calculate_customer_unit_economics` to determine immediate margins, `calculate_channel_profitability` to assess total impact including enablement costs, `calculate_retention_impact` to adjust for churn differences, and `calculate_optimal_share` to find the ideal revenue split for partners.

## Tools

### calculate_channel_profitability
Evaluate the total financial impact of the partner channel, accounting for shared investments

### calculate_customer_unit_economics
Determine immediate profitability per customer for both the partner and the primary company

### calculate_optimal_share
Find the specific revenue share that ensures the partner remains profitable while maximizing company revenue

### calculate_retention_impact
Adjust the long-term value of the channel based on the quality of customers (churn rates)

## Prompt Examples

**Prompt:** 
```
Calculate the unit economics for a partner with a 20% revenue share, $1000 customer revenue, $50 partner CAC, and $30 support cost.
```

**Response:** 
```
The partner margin is $150 and the net revenue for the company is $770.
```

**Prompt:** 
```
What is the break-even revenue share for a partner with a $150 CAC and $1000 customer revenue, assuming $20 enablement cost per customer?
```

**Response:** 
```
The break-even revenue share is 17%.
```

**Prompt:** 
```
How much is the adjusted lifetime value if the base revenue is $500, churn difference is 5%, and lifespan is 24 months?
```

**Response:** 
```
The adjusted lifetime value is $12,600.
```

## Frequently Asked Questions

**What can I calculate with this tool?**
You can calculate partner margins, net revenue per customer, total channel contribution, and the optimal revenue share to ensure partner profitability.

**How does churn affect the calculations?**
The `calculate_retention_impact` tool adjusts the lifetime value of customers based on the churn difference between partner-acquired and direct customers.

**Does it account for enablement costs?**
Yes, the `calculate_channel_profitability` tool allows you to include enablement and co-marketing costs to see the true impact on the company.