Hey everyone,
I'm have developed a tool that ingests comments from YouTube (and other platforms like TikTok & Instagram) and generates a report that extracts valuable information from the comments. The idea is to give creators insights into their community without having to manually sift through hundreds or thousands of comments.
While I am now sure it is technically feasible, I want to make sure this is actually valuable and not just a solution searching for a problem.
The main features include:
- Summarising constructive criticism – What are people saying you could improve? Includes example comments and actionable advice to improve your content.
- Highlighting what people love – What’s resonating with your audience? How can you further this feature of your content?
- Auto-moderation – Flagging problematic comments for auto-deletion (harassment, spam, trolls, confrontational), spotting repeat offenders for potential bans.
- Community engagement – Identifying high-value commenters, suggesting responses, and flagging influential users who could be potential collaborators.
- Understanding audience pain points – What confuses or frustrates your viewers? How can you address it in replies or future content?
- Video feedback – Analysing your transcript to suggest clearer phrasing, pacing, or delivery improvements.
- Competitor insights – Analysing other creators in your niche to highlight competitive advantages and areas for growth.
Since running this analysis requires an AI model, the service would have to be paid, but it would be relatively inexpensive—either a one-time payment per video (a couple dollars) or a subscription for ongoing channel insights.
If you’re a creator, would this be something you'd pay for? If not, is there anything missing that would make it more useful?
Would love to hear your thoughts!
