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.
"Virality score" is a bold claim. Virality is hard to predict even with full platform data. What signals are feeding into that number? Congrats on the launch!
@jared_salois Thanks Jared, it's basically a combination of parameters mostly on amount of engagement the video received. I'll probably write a blog post about it.
AstraPixels
Comments are basically free audience research that most creators ignore. The sponsor outreach signal is the part I'd actually pay for. Congrats on the launch, Arman 🔥
@nicklaunches Thanks Nick, I'm glad it's useful
ConfettiTherapy.com
congrats on the launch Arman 👏
@thepetermick Thanks Peter