REPOGEO 报告 · LITE
NotJoeMartinez/yt-fts
默认分支 main · commit 7fbc0088 · 扫描时间 2026/5/17 12:07:18
星标 1,803 · Fork 96
下方为分数趋势(含全部就绪扫描;左旧右新,可横向滚动)。表格明细默认折叠,展开后每页 10 条,最新在上。
共 2 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 NotJoeMartinez/yt-fts 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition README's opening to highlight unique value and move 'abandoned' status
原因:
当前# yt-fts - YouTube Full Text Search This project is **abandoned** until unemployment inevitably finds me again. `yt-fts` is a command line program that uses yt-dlp to scrape all of a YouTube channels subtitles and load them into a sqlite database that is searchable from the command line. It allows you to query a channel for specific key word or phrase and will generate time stamped YouTube urls to the video containing the keyword.
复制粘贴的修复# yt-fts - YouTube Full Text Search: Build a Local, Searchable Database of YouTube Transcripts `yt-fts` is a powerful command-line program designed for YouTube power users, researchers, and content creators. It leverages `yt-dlp` to scrape all subtitles from specified YouTube channels or playlists, then efficiently loads them into a local SQLite database. This enables fast, full-text search directly from your terminal, allowing you to query for keywords or phrases across an entire collection of videos and generate timestamped YouTube URLs to the exact moments of interest. It also supports advanced semantic search via OpenAI/Gemini embeddings or ChromaDB. ## Project Status This project is currently **abandoned** until unemployment inevitably finds me again.
- mediumhomepage#2Add a homepage URL to the repository metadata
原因:
复制粘贴的修复https://github.com/NotJoeMartinez/yt-fts
- lowcomparison#3Add a 'Comparison to Alternatives' section in the README
原因:
复制粘贴的修复## Comparison to Alternatives While tools like `yt-dlp` and `youtube-transcript-api` are excellent for downloading YouTube videos or extracting individual transcripts, `yt-fts` differentiates itself by building a persistent, searchable SQLite database of all collected subtitles. This allows for efficient, channel-wide full-text and semantic search capabilities directly from your terminal, providing a powerful way to navigate and analyze spoken content across large collections of YouTube videos, rather than just downloading raw data.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- yt-dlp · 被推荐 1 次
- youtube-transcript-api · 被推荐 1 次
- youtube-dl · 被推荐 1 次
- curl · 被推荐 1 次
- ChatGPT · 被推荐 1 次
- 品类问题How to search YouTube video transcripts for keywords directly from my terminal?你:未被推荐AI 推荐顺序:
- yt-dlp
- youtube-transcript-api
- youtube-dl
- curl
AI 推荐了 4 个替代方案,却始终没点名 NotJoeMartinez/yt-fts。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Tool for semantic search across YouTube channel content and generating video summaries?你:未被推荐AI 推荐顺序:
- ChatGPT
- Claude
- Google Gemini
- VidIQ
- TubeBuddy
- YouTube Data API v3
- OpenAI API
- Hugging Face Transformers
- BART
- T5
- Sentence-BERT
- Glasp
- Eightify
- You.com
AI 推荐了 14 个替代方案,却始终没点名 NotJoeMartinez/yt-fts。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesswarn
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of NotJoeMartinez/yt-fts?passAI 明确点名了 NotJoeMartinez/yt-fts
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts NotJoeMartinez/yt-fts in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 NotJoeMartinez/yt-fts
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo NotJoeMartinez/yt-fts solve, and who is the primary audience?passAI 明确点名了 NotJoeMartinez/yt-fts
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 NotJoeMartinez/yt-fts 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/NotJoeMartinez/yt-fts)<a href="https://repogeo.com/zh/r/NotJoeMartinez/yt-fts"><img src="https://repogeo.com/badge/NotJoeMartinez/yt-fts.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
NotJoeMartinez/yt-fts — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3