🎯

Engagement Optimizer

Predict your content performance and optimize the metadata.

Follower Count

Caption Length (Chars)

Hashtags Count

Call To Action (CTA)?

Account Type

Media Type

Content Category

Primary Traffic Source

Day of the Week

About the Project 🎯

This project is an AI-powered Content Engagement Optimization tool designed to help content creators and brands maximize their reach.

Based on your **specific metrics**—such as follower count, caption length, and category—the system analyzes the most ideal posting time to achieve peak visibility and generates an estimated 24-hour performance curve.

⚠️ Important Note: This model is currently in its MVP stage and was trained on a simulation-based (synthetic) dataset sourced from Kaggle. Therefore, predictions do not guarantee 100% real-world accuracy; it is continuously being tested and refined against live production metrics.

🐙 View Code & Contribute

Join the Development ⚙️

I am actively working on calibrating this model with organic real-world data to enhance its predictive confidence. If you want to contribute to the open-source pipeline, provide feedback, or report any anomalies, feel free to reach out:

📧 Email: aliemre273567@gmail.com

🐙 GitHub: Content-Engagement-Optimizer

Engagement Optimizer

Engagement Analytics Dashboard

The most optimal time to publish your content is at --:--

About the Project 🎯

Join the Development ⚙️