# How YouTube Comments Affect Algorithm Performance Page: https://stenobird.com/podcast/youtube-marketing-with-fexingo-channel-growth-video-seo-and-long-form-audience-building-7871714/how-youtube-comments-affect-algorithm-performance Text version: https://stenobird.com/podcast/youtube-marketing-with-fexingo-channel-growth-video-seo-and-long-form-audience-building-7871714/how-youtube-comments-affect-algorithm-performance.md Podcast: [YouTube Marketing with Fexingo: Channel Growth, Video SEO, and Long-Form Audience Building](https://stenobird.com/podcast/youtube-marketing-with-fexingo-channel-growth-video-seo-and-long-form-audience-building-7871714) Published: 2026-07-17T06:35:29+00:00 Episode link: https://audio.fexingo.com/business/youtube-marketing/episode-0117.mp3 Audio file: https://audio.fexingo.com/business/youtube-marketing/episode-0117.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/youtube-marketing-with-fexingo-channel-growth-video-seo-and-long-form-audience-building-7871714/episodes/how-youtube-comments-affect-algorithm-performance Duration seconds: 468 ## Resource Lucas and Luna dive into the surprising role YouTube comments play in the algorithm's recommendation engine. Drawing on data from a 2025 Creator Insider study, they explain how comment velocity, reply chains, and pinned comments influence watch time and session duration. Lucas shares a case study of a tech channel that boosted CTR by 12% by tweaking its comment strategy. Luna challenges whether toxic comments can hurt performance. The episode also covers practical tips: when to pin a comment, how to prompt viewers to comment, and why the first hour matters most. Perfect for creators who want to turn the comment section into a growth lever. #YouTubeComments #Algorithm #CreatorTips #VideoSEO #Engagement #WatchTime #CTR #CommentStrategy #PinnedComment #CreatorInsider #TechChannel #ContentStrategy #Marketing #YouTubeGrowth #SocialProof #FexingoBusiness #BusinessPodcast #LongFormAudience Keep every episode free: buymeacoffee.com/fexingo ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/youtube-marketing-with-fexingo-channel-growth-video-seo-and-long-form-audience-building-7871714/episodes/how-youtube-comments-affect-algorithm-performance/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/youtube-marketing-with-fexingo-channel-growth-video-seo-and-long-form-audience-building-7871714/how-youtube-comments-affect-algorithm-performance.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.