I ve been building BeyondComments, an AI tool that analyzes YouTube comments and turns them into actionable insights for creators.

Most creators never fully read thousands of comments. Hidden inside them are:

• Video ideas people are literally asking for

• Questions you should answer next

• Audience pain points & confusions

• Purchase intents

• Sentiment trends

• Comments you should reply to

• YouTube shorts based on comments to engage more

Instead of just showing analytics, I wanted to build something outcome-driven:
Understand what your audience actually wants so you can grow faster.