This app is a powerful tool designed to assist content creators who have a substantial following of over 5000 viewers or followers. By leveraging the YouTube API, the app can efficiently read through all the comments and classify them according to their sentiment, toxic content, or spam. After classifying the comments, the app creates a word embedding using cohere AI, which helps to identify patterns and group similar comments together. These comments are then grouped into three clusters using KMeans. By clustering the comments, content creators can quickly analyze and understand the nature of the comments and identify any common themes or topics that resonate with their audience. Using the analysis of the clustered comments, the app generates a summary of the main themes and extracts the primary topics. These topics are presented to the content creators, along with suggested content ideas for future posts. This helps content creators to understand the interests and preferences of their audience better and create content that resonates with their viewers. In conclusion, this app provides content creators with a streamlined approach to understanding their audience's preferences and interests by analyzing the comments on their posts. By classifying, clustering, and summarizing comments, the app provides a valuable tool for generating new content ideas that will engage and excite their audience, leading to increased views and followers.Category tags:
Social Media, Content, Assistant
"This app is an innovative and valuable tool for content creators with a significant following, allowing them to understand their audience's preferences and interests better. By classifying and clustering comments, the app generates a summary of the main themes and extracts primary topics, providing content creators with new ideas for future posts. The integration of cohere AI and KMeans makes the analysis efficient and accurate, while the YouTube API ensures seamless integration with the platform. Overall, this app has great potential to help content creators increase engagement and followers"
Co-Founder of Content-Hive
"Love it! You made the great market research. Would be great to improve UI of recommendations and summaries to make it easier to read. "
Event Manager & Mentor at lablab.ai
"The concept and use case is very clear, so is the business opportunity. Loved the presentation and the demo. Moreover, Nick's quack quack and using CBum as an example forced me to give you full points all around. Looking forward to see you on stage :)"
Co-Founder & Business Head at NeoLocus