YT Engagement Verdict 作者： denali42
Analyzes YouTube video engagement (views, likes, dislikes, comments) and renders a statistically-grounded authenticity verdict below the view count.
扩展元数据
关于此扩展
Tired of not knowing if a video is genuinely popular or just gamed? YT Engagement Verdict scores every YouTube video you watch and renders a verdict right below the view count.
The four verdicts:
- 🤖 View Botted — engagement is suspiciously low for the view count
- 💩 Hot Garbage — people watched but didn't engage or actively disliked it
- 👍 Solid Video — healthy engagement consistent with genuine viewership
- 🔥 Legit on Fire — exceptional across all signals
Scoring uses log-normalized engagement decay tiers based on published academic research. A flat percentage threshold doesn't work because engagement naturally drops as view counts grow — this extension accounts for that.
Selectors auto-update from GitHub (same pattern as uBlock Origin's filter lists), so when YouTube changes its DOM the extension stays working without a reinstall.
No accounts required. No data collected by default. Optional anonymous engagement data sharing available to help improve scoring accuracy — you choose in the extension popup.
The four verdicts:
- 🤖 View Botted — engagement is suspiciously low for the view count
- 💩 Hot Garbage — people watched but didn't engage or actively disliked it
- 👍 Solid Video — healthy engagement consistent with genuine viewership
- 🔥 Legit on Fire — exceptional across all signals
Scoring uses log-normalized engagement decay tiers based on published academic research. A flat percentage threshold doesn't work because engagement naturally drops as view counts grow — this extension accounts for that.
Selectors auto-update from GitHub (same pattern as uBlock Origin's filter lists), so when YouTube changes its DOM the extension stays working without a reinstall.
No accounts required. No data collected by default. Optional anonymous engagement data sharing available to help improve scoring accuracy — you choose in the extension popup.
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权限与数据
必要权限：
- 获取浏览器标签页
可选权限：
- 访问您在 www.youtube.com 的数据
- 访问您在 returnyoutubedislikeapi.com 的数据
- 访问您在 raw.githubusercontent.com 的数据
- 访问您在 yt-engagement-verdict-api.steve-mcknelly-cloudflare.workers.dev 的数据
收集的数据：
- 开发者称此扩展无需收集数据。
根据开发者所述，可选的数据收集有：
- 技术和交互数据
更多信息