YouTube comments analysis

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BeyondComments

Find your next video idea from YouTube comments.

YouTube comments analysis

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Robbi White

🙏 1 karma

May 22, 2026

@BeyondComments

Tried this with a couple videos and the comment insights were actually pretty useful for spotting content patterns and new ideas.

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Released 1mo ago
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OutlierKit

Enter one channel, see the entire niche.

Youtube strategies

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6,967 outlierkit.com

Dhiva Logu

🙏 2 karma

Jun 10, 2026

@OutlierKit

Great tool to grow on YouTube with actionable insights👏🏼

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PlutoBa

AI-powered influencer vetting in under 2 minutes.

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BeyondComments

Find your next video idea from YouTube comments.

Robbi White

🙏 1 karma

May 22, 2026

@BeyondComments

Tried this with a couple videos and the comment insights were actually pretty useful for spotting content patterns and new ideas.

Reply Share Edit Delete Report

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Released 1mo ago
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462
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VideoVibe.io

Instantly analyze YouTube community sentiment and generate audience insights.

6,329 videovibe.io

Paul

🙏 29 karma

Mar 15, 2026

@VideoVibe.io

Most YouTube analytics tools track views and retention, but sentiment analysis could reveal why audiences react the way they do. Are creators mainly using it for content strategy or for brand monitoring?

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Released 3mo ago
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ANTRAMIC AI

Decode YouTube comments into creator gold.

Suleman

🙏 14 karma

Aug 4, 2025

@ANTRAMIC AI

Super helpful tool! Saved me hours reading comments and gave great insights. Highly recommend for YouTubers!

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Feedby

AI-powered user insight from YouTube comments.

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🇰🇷 Korea
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Comment Explorer

Analyze YouTube comments for sentiment and insights

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Also used for YouTube comments analysis 1

OutlierKit

Enter one channel, see the entire niche.

Youtube strategies

Open

6,967 outlierkit.com

Dhiva Logu

🙏 2 karma

Jun 10, 2026

@OutlierKit

Great tool to grow on YouTube with actionable insights👏🏼

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🇦🇪 United Arab Emirates
Released 1mo ago
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Discussion(10)

📊 YouTube comments analysis

Tried this with a couple videos and the comment insights were actually pretty useful for spotting content patterns and new ideas.

Reply Share Delete Report

📊 YouTube comments analysis

Most YouTube analytics tools track views and retention, but sentiment analysis could reveal why audiences react the way they do. Are creators mainly using it for content strategy or for brand monitoring?

3 Reply Share Delete Report

Hi Paul! Great question! I would say both, but for different reasons. Content creators use it to understand why a video resonated — what topics, questions, and emotions are showing up in the comments — so they can make smarter decisions about what to create next. Brands use it more for monitoring, catching sentiment shifts on sponsored content or competitor channels before they become a problem. The core value in both cases is the same: views and retention tell you what people watched, but comments tell you how they actually felt about it. I hope this was helpful

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Interesting! creators want decision support, brands want early warning on sentiment. The problem: most teams see the data but don’t convert it into growth. In many cases, that leaves $2–5k mrr potential on the table for brands or creators. Have you tested positioning Videovibe around revenue/retention impact, rather than just insights?

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That's interesting but no I haven't. That could be something to consider in the future. Content creators like myself, FunnyMike and others are very interested in community feedback and so are brands this is the start. Videovibe around revenue/retention impact ⭐

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That’s exactly the stage where most tools get stuck. They provide insights -> but don’t help creators act on them in a way that drives growth. Which means the value stays “interesting”, but doesn’t translate into more views, retention, or revenue. That gap is usually where most of the upside is lost. Are u planning to move toward decision support (what to create next), or keep it as a feedback layer?

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Thank you for providing insight that could take videovibe a couple layers deeper.

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📊 YouTube comments analysis