# Enterprise SEQ Score Calculator AI Agent Connect

> Measure sales engagement effectiveness using the SEQ methodology.

## Overview
- **Category:** crm
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_VVL4QTfFfNcWQysNzIIwRq0EhmLWmW6Wh4zwxnEx/ai-agent-connect
- **Tags:** sales-engagement, seq-score, sales-intelligence, pipeline-health, outreach-optimization

## Description

This MCP server provides tools to calculate the Sales Engagement Quality (SEQ) score, a metric designed to evaluate the meaningfulness of sales interactions. Instead of focusing on volume, it analyzes the impact of outreach on the sales pipeline. Use `get_seq_score` to evaluate overall engagement health, `get_engagement_efficiency` to determine if outreach is precise or noisy, `get_activity_mix_analysis` to ensure a balanced touchpoint strategy, and `get_optimization_roadmap` to receive actionable advice for improving engagement quality.

## Tools

### get_seq_score
Calculates the primary SEQ score for a specific sales engagement

### get_activity_mix_analysis
Evaluates the variety of touchpoints to ensure engagement is not one-dimensional

### get_engagement_efficiency
Analyzes the relationship between activity volume and response rates

### get_optimization_roadmap
Provides actionable advice based on specific engagement gaps

## Prompt Examples

**Prompt:** 
```
Calculate the SEQ score for prospect P123 with 5 meetings, 20 emails, 3 content shares, 4 responses, deal progression true, and positive response quality.
```

**Response:** 
```
The SEQ score for prospect P123 is 85. Your engagement is highly effective due to high response quality and successful deal progression.
```

**Prompt:** 
```
Analyze the engagement efficiency for prospect P456 with 50 emails, 2 responses, and 1 meeting.
```

**Response:** 
```
The efficiency rating is Low. Your touch density is high, indicating noisy outreach with a low response rate.
```

**Prompt:** 
```
What is the activity mix for 10 emails, 0 content shares, and 2 meetings?
```

**Response:** 
```
The balance score is 45. Your primary channel is email, but you lack diversity in your touchpoints.
```

## Frequently Asked Questions

**What is the SEQ score?**
The SEQ score is a normalized metric between 0 and 100 that represents the overall health and effectiveness of a sales engagement sequence.

**How can I improve my engagement efficiency?**
You can use the `get_optimization_roadmap` tool to receive specific, actionable advice based on your current SEQ score and response quality.

**Does this tool account for different types of sales activities?**
Yes, the `get_activity_mix_analysis` tool evaluates the balance between emails, content shared, and meetings held to ensure a diverse engagement strategy.