Comment Reviews of YouTube's Top Videos

The Only Reviews Written by Millions of Viewers

Go beyond views and likes. Shono analyzes the most successful YouTube videos through thousands of real audience comments, revealing what truly resonates, frustrates, and gets missed.

Best YouTube Video for Longevity

Ranking 10 Top Videos with 22M Views
Over 4,500 Comments Analyzed

Best YouTube Video for Longevity — Shono Insights

Best YouTube Video for Better Sleep

Ranking 5 Top Videos with 20M Views
4,500 Comments Analyzed

Explore the Gut Microbiome Series — Shono Insights

Best YouTube Video for Losing Fat

Ranking 5 Top Videos with 42M Views
5,000 Comments Analyzed

Best YouTube Videos for Losing Fat — Shono Insights

Best YouTube Video about Intermittent Fasting

Ranking 5 Top Videos with 26M Views
5,000 Comments Analyzed

Best YouTube Video for Intermittent Fasting — Shono Insights

Best YouTube Video about Insulin Resistance

Ranking 10 Top Videos with 35M Views
10,000 Comments Analyzed

Best YouTube Video on Insulin Resistance — Shono Insights

Best YouTube Video about Keto Diet

Ranking 9 Top Videos with 19M Views
Over 8,000 Comments Analyzed

Keto Diet Top YouTube Videos — Shono Insights

Best YouTube Video about Gut Microbiome

Ranking 7 Top Videos with 17M Views
7,000 Comments Analyzed

Best YouTube Video for Gut Microbiome — Shono Insights

Best YouTube Video about Dopamine

Ranking 5 Top Videos with 23M Views
Over 4,500 Comments Analyzed

Best YouTube Video for Dopamine — Shono Insights

Best YouTube Video about Creatine

Ranking 6 Top Videos with 20M Views
Over 5,000 Comments Analyzed

Best YouTube Video for Creatine — Shono Insights

Best YouTube Video about Omega-3

Ranking 5 Top Videos with 11M Views
Over 4,000 Comments Analyzed

Best YouTube Video for Omega-3 — Shono Insights

Why We Created This Blog:
Uncovering Real YouTube Insights

YouTube is crowded with millions of videos vying for attention, especially in popular niches like tech, health, fitness, and productivity. But views and likes only tell part of the story. The real goldmine? Comments. They capture raw emotions, honest feedback, personal stories, and unspoken needs that algorithms often overlook.

Flashy thumbnails and templated titles like “Ultimate Hack!” or “Life-Changing Tip!” dominate YouTube, but too often, the videos behind them underdeliver. Shono Insights exists to raise the bar for the whole community.

For creators, we provide fresh, original ideas grounded in real audience feedback, insights that help you improve your videos and stand out in crowded niches. For viewers, we cut through the noise by analyzing thousands of comments with advanced AI, surfacing what actually works, what’s missing, and what could come next.
This isn’t just another review site; it’s a community-driven AI tool built for smarter watching and smarter creating. By turning raw comment sections into structured insights, Shono brings clarity to trending topics and delivers real value back to the entire YouTube community.

Suggest a Video for Comment Analysis and Review

Share your favorite viral videos, or even ones you think are overrated, for comment analysis.

Note: Before sharing any link with us, please ensure the video has at least 500 comments for our AI to analyze effectively.

How Our AI Analyzes YouTube Comments

Our process is transparent and data-driven:

  • Data Collection: We gather comments from YouTube's most-viewed videos in trending topics using random sampling.
  • AI Processing: Advanced algorithms categorize sentiments, emotions, engagement patterns, and comment types.
  • Insight Extraction: We identify trends like common praises, criticisms, and opportunities for new content.

Disclaimer: Analyses are based on public comments and AI interpretations. Always verify with your own viewing. Note that our data sampling, though randomized, may not represent all viewer opinions due to limitations in comment volume or visibility. Results can be influenced by factors such as comment bias, cultural context. We do not modify or delete comments; all insights reflect the raw data collected. Use these reviews as a guide, not a definitive judgment, and consider individual video contexts before making decisions.

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