# Instagram Engagement Predictor AI Agent Connect

> Predict Instagram engagement rates and likes for the Singapore market.

## Overview
- **Category:** marketing
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_yP74K7cpYvqrVO9pqHc3o8eKZGzJ5rPj6eEZNrXX/ai-agent-connect
- **Tags:** instagram, engagement, singapore, analytics, marketing-tools

## Description

This MCP server provides deterministic engagement estimations specifically tailored for the young adult demographic in Singapore. By analyzing follower counts, content formats, and posting times, it calculates precise engagement metrics. Use `calculate_engagement_metrics` to get a full suite of predictions, `get_engagement_tier_info` to understand base rates for different follower tiers, or `get_content_multiplier_info` to see how different formats like reels or carousels impact reach.

## Tools

### calculate_engagement_metrics
Calculates a full suite of engagement predictions based on post characteristics

### get_content_multiplier_info
Explains the multiplier assigned to a specific Instagram post format

### get_engagement_tier_info
Provides transparency into the base engagement rates assigned to different follower counts

## Prompt Examples

**Prompt:** 
```
Predict engagement for a reel with 3,000 followers posted at 19:00 with a 120-word caption.
```

**Response:** 
```
The predicted engagement rate is 10.2% and the estimated likes are 306.
```

**Prompt:** 
```
What is the base engagement rate for an account with 25,000 followers?
```

**Response:** 
```
The base engagement rate for the Large Tier is 2.5%.
```

**Prompt:** 
```
How much does a carousel multiplier affect engagement?
```

**Response:** 
```
A carousel provides a 1.2x multiplier to the base engagement rate.
```

## Frequently Asked Questions

**How does the predictor determine the engagement rate?**
The predictor uses fixed Singaporean benchmarks for follower tiers and applies multipliers for content types (like reels) and bonuses for optimal posting times and caption lengths.

**Which content types are supported?**
The tool supports reels, carousels, photos, and stories.

**Can I use this for accounts with fewer than 1,000 followers?**
No, the tool requires a minimum follower count of 1,000 to provide accurate tier-based predictions.