即时的YouTube频道分析，基于公开指标
嘿，HN！<p>最近我花了很多时间在创作者社区中，发现一个问题就是小型YouTuber很难清晰地理解他们频道的增长情况。大多数分析工具要么仪表盘过于复杂，要么需要完全的账户访问权限，或者主要是为大型创作者和机构设计的。<p>因此，我创建了AAFY——一个简单的创作者增长助手，专注于清晰、隐私和快速洞察。<p>这个想法很简单：
你输入任何公开的YouTube用户名（例如 @MKBHD），AAFY会分析公开可用的频道/视频数据，生成频道的清晰视觉评估。<p>该平台目前提供：<p>频道表现摘要<p>视觉增长图<p>上传一致性跟踪<p>互动趋势分析<p>基于时间的表现比较<p>可下载的PDF报告以供审阅/分享<p>在构建这个工具时，我非常关注隐私。
AAFY不需要YouTube登录或OAuth权限，因为分析仅基于公开可访问的数据。我希望创作者能够在不连接账户的情况下，轻松地立即测试洞察。<p>我还努力保持体验轻量且适合初学者。许多分析平台对于刚开始的创作者来说会显得令人生畏。我的目标是创建一个即使是小型频道也能逐步改进时感到亲切的工具。<p>我目前正在探索的一些方向包括：<p>AI驱动的增长建议<p>缩略图/标题模式洞察<p>上传时机建议<p>创作者基准测试<p>观众留存预测模型<p>我非常希望能得到HN社区的反馈：<p>报告是否有用或令人困惑<p>缺少的创作者真正关心的分析<p>UI/UX改进建议<p>性能/可扩展性想法<p>我应该进一步改善的隐私考虑<p>感谢你们的关注——很高兴回答问题并讨论构建过程<p>https://aafy-yt-analytics.onrender.com
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Hey HN!<p>I’ve been spending a lot of time around creator communities recently, and one thing I kept noticing was how difficult it is for smaller YouTubers to understand their channel growth clearly. Most analytics tools are either overloaded with dashboards, require full account access, or are built mainly for large creators and agencies.<p>So I built AAFY — a simple creator growth companion focused on clarity, privacy, and quick insights.<p>The idea is straightforward:
you enter any public YouTube handle (for example @MKBHD), and AAFY analyzes publicly available channel/video data to generate a clean visual review of the channel.<p>The platform currently provides:<p>channel performance summaries<p>visual growth charts<p>upload consistency tracking<p>engagement trend analysis<p>time-based performance comparisons<p>downloadable PDF reports for review/sharing<p>One thing I cared about a lot while building this was privacy.
AAFY does not require YouTube login or OAuth permissions because the analysis is based only on publicly accessible data. I wanted creators to feel comfortable testing insights instantly without connecting accounts.<p>I also tried to keep the experience lightweight and beginner-friendly. Many analytics platforms feel intimidating if you’re just starting out as a creator. My goal here was to make something that feels approachable even for smaller channels trying to improve step-by-step.<p>A few things I’m currently exploring next:<p>AI-powered growth suggestions<p>thumbnail/title pattern insights<p>upload timing recommendations<p>creator benchmarking<p>audience retention prediction models<p>I’d genuinely love feedback from the HN community on:<p>whether the reports feel useful or noisy<p>missing analytics creators actually care about<p>UI/UX improvements<p>performance/scalability ideas<p>privacy considerations I should improve further<p>Thanks for checking it out — happy to answer questions and discuss the build process as well<p>https://aafy-yt-analytics.onrender.com