使用公开指标即时分析 YouTube 频道
1 分•作者: Aafy•大约 2 个月前
嘿，各位 HN 用户！
最近我花了很多时间在创作者社区里，我注意到一件事，那就是小型 YouTube 频道主很难清晰地了解他们的频道增长情况。大多数分析工具要么充斥着各种仪表盘，要么需要完全访问账号，要么主要为大型创作者和机构而设计。
所以我开发了 AAFY——一个专注于清晰、隐私和快速洞察的简单创作者成长助手。
它的理念很简单：你输入任何公开的 YouTube 频道名（例如 @MKBHD），AAFY 就会分析公开的频道/视频数据，生成一个清晰的频道视觉评估报告。
该平台目前提供以下功能：
* 频道表现摘要
* 可视化增长图表
* 上传频率追踪
* 互动趋势分析
* 基于时间的表现对比
* 可下载的 PDF 报告，用于审查/分享
在构建这个工具时，我非常注重隐私。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。我希望创作者可以安心地立即测试洞察，而无需连接账号。
我还尝试保持体验的轻量级和对新手友好。如果你刚开始做创作者，许多分析平台会让人望而生畏。我的目标是制作一个即使是小型频道，也能轻松上手，并逐步改进的工具。
目前，我正在探索的几个方向包括：
* AI 驱动的增长建议
* 缩略图/标题模式洞察
* 上传时间建议
* 创作者基准分析
* 观众留存预测模型
我非常希望 HN 社区能提供以下反馈：
* 报告是否实用或信息过载
* 创作者真正关心的缺失分析指标
* UI/UX 改进建议
* 性能/可扩展性方面的想法
* 我应该进一步改进的隐私考虑事项
感谢您的关注——很乐意回答问题，并讨论构建过程。
[https://aafy-yt-analytics.onrender.com](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