# Enterprise Seat Expansion Analytics AI Agent Connect

> Calculate seat growth, adoption trends, and expansion opportunities.

## Overview
- **Category:** enterprise
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_x1q8eSQQx4bErgycrKvP236TgWH9QtHjvBNw1weA/ai-agent-connect
- **Tags:** growth, expansion, seats, adoption, metrics

## Description

This MCP server provides a specialized analytics engine for enterprise account growth. It allows AI agents to calculate seat expansion rates, track seat adoption velocity, and identify high-potential expansion opportunities. Using tools like `calculate_expansion_metrics`, `analyze_account_trend`, `identify_expansion_opportunities`, and `evaluate_adoption_depth`, agents can monitor how deeply a product is embedded within an organization by analyzing department adoption and use case spread.

## Tools

### analyze_account_trend
]

Determine the direction and velocity of seat adoption

### calculate_expansion_metrics
Calculate high-level growth performance metrics over a specific period

### evaluate_adoption_depth
Assess product embedding via departmental and use-case spread

### identify_expansion_opportunities
Identify accounts primed for additional seat purchases

## Prompt Examples

**Prompt:** 
```
What was the expansion rate for an account that went from 50 to 75 seats in 6 months?
```

**Response:** 
```
The expansion rate for this account is 50%.
```

**Prompt:** 
```
Is this account showing an increasing trend in seat adoption? History: [{"seatCount": 10, "monthIndex": 1}, {"seatCount": 25, "monthIndex": 2}]
```

**Response:** 
```
Yes, the trend is increasing with an average monthly velocity of 15 seats.
```

**Prompt:** 
```
Identify expansion opportunities for an account with 100 seats, 95% utilization, and met expansion triggers.
```

**Response:** 
```
The opportunity score is high, and the recommendation is to initiate an expansion conversation immediately due to high utilization.
```

## Frequently Asked Questions

**How do I calculate the expansion rate?**
You can use the `calculate_expansion_metrics` tool by providing the initial seats, current seats, and the time period in months.

**Can I identify accounts ready for more seats?**
Yes, the `identify_expansion_opportunities` tool flags accounts based on utilization rates and expansion triggers.

**How is adoption depth measured?**
The `evaluate_adoption_depth` tool assesses embedding by looking at the number of departments and functional use cases active in the account.