# Douyin Live Commerce Math AI Agent Connect

> Deterministic economic funnel and GMV calculator for Douyin/TikTok live streams.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_zmlvqbSsXtu8I9TiSJnTFcYCMm06Q9qmW0j4BqlU/ai-agent-connect
- **Tags:** douyin, tiktok, gmv, conversion, live-commerce

## Description

This MCP server provides a deterministic mathematical engine for analyzing the economic funnel of Douyin and TikTok live commerce. It allows creators to calculate key performance indicators such as unique clicks, total orders, Gross Merchandise Value (GMV), and net revenue. By using `calculate_stream_performance`, creators can evaluate past stream success. The `forecast_required_traffic` tool enables precise planning by determining the exact viewer count needed to hit specific revenue targets, while `analyze_funnel_efficiency` helps identify bottlenecks in the user journey from view to purchase.

## Tools

### analyze_funnel_efficiency
Analyze the effectiveness of different stages in the user conversion journey

### calculate_stream_performance
Calculate total clicks, orders, GMV, net revenue, and engagement levels for a specific stream

### forecast_required_traffic
Determine how many viewers are needed to reach a target GMV goal

## Prompt Examples

**Prompt:** 
```
What were my total clicks, orders, and GMV for a stream with 10,000 viewers, 30s average watch time, 3600s duration, 5% CTR, 10% conversion, 50 RMB AOV, and 5% commission?
```

**Response:** 
```
For that stream, you had 500 unique clicks, 50 total orders, a GMV of 2,500 RMB, and a net revenue of 2,375 RMB.
```

**Prompt:** 
```
How many viewers do I need to reach 10,000 RMB GMV if my CTR is 5%, conversion rate is 10%, and average order value is 100 RMB?
```

**Response:** 
```
You will need 20,000 viewers to reach your target GMV of 10,000 RMB.
```

**Prompt:** 
```
Analyze my funnel efficiency: 5,000 viewers, 8% CTR, and 5% conversion rate.
```

**Response:** 
```
Your click efficiency is 8%, your purchase efficiency is 5%, and your overall conversion rate is 0.4%.
```

## Frequently Asked Questions

**How do I calculate my expected revenue?**
You can use the `calculate_stream_performance` tool by providing your total viewers, watch time, click-through rate, conversion rate, and average order value.

**Can I plan for a specific sales goal?**
Yes, use `forecast_required_traffic` to input your target GMV and current conversion metrics to find the necessary viewer count.

**What is the engagement score?**
The engagement score is a percentage representing how much of the total stream duration viewers spent watching, calculated via `calculate_stream_performance`.