Raw 來源一對一分析索引
queries/raw-analysis/鏡像raw/：每篇文章與每份 YouTube 逐字稿都有一篇同檔名分析。
對應規則
raw/articles/foo.md→queries/raw-analysis/articles/foo.mdraw/transcripts/youtube/youtube-ID.md→queries/raw-analysis/transcripts/youtube/youtube-ID.md
文章分析（33 篇）
- ✅ 2025年線上課程趨勢：最受歡迎的類型與市場需求解析 —
raw/articles/chuanknow-online-course-trends-2025.md - ✅ The Joy Online Learning Forgot: What Bar Lectures Are Getting Right —
raw/articles/class-central-bar-lectures-joy-of-learning.md - ✅ class central best rag courses 2026 —
raw/articles/class-central-best-rag-courses-2026.md - ✅ Coursera and Udemy are Finally One. What’s Next? —
raw/articles/class-central-coursera-udemy-merger-complete.md - ✅ Duolingo is Shutting Down Its Only Classroom Tool —
raw/articles/class-central-duolingo-shuts-down-classroom-tool.md - ✅ Roads Built for Carriages: How the Four-Year Degree Will Outlast Its Critics —
raw/articles/class-central-four-year-degree-evolution.md - ✅ Inside the Coursera-Udemy Deal: Three Bids, Two Years and a Rival Suitor —
raw/articles/class-central-merger-history-detailed.md - ✅ We Have 2500+ AI Coding Courses: Top 8 Picks for 2026 —
raw/articles/class-central-top-8-ai-coding-courses-2026.md - ✅ Udemy’s Last CEO Quietly Moves On: Joins a Tax & Compliance Company as CEO —
raw/articles/class-central-udemy-ceo-moves-on.md - ✅ Class Central Report weekly scan — 2026-06-28 —
raw/articles/class-central-weekly-new-analysis-2026-06-28.md - ✅ EdTech AI governance and learner-centered scan — 2026-06-28 —
raw/articles/edtech-ai-governance-week-2026-06-28.md - ✅ edtech norway ai ban schools 2026 —
raw/articles/edtech-norway-ai-ban-schools-2026.md - ✅ EdTech 趨勢週掃描（2026-07-09） —
raw/articles/general-online-course-trends-weekly-scan-2026-07-09.md - ✅ 顧哥個人品牌兩個月整理原始摘要 —
raw/articles/george-personal-brand-two-month-review-2026-07-12.md - ✅ 知識變現與 AI 時代個人品牌每週掃描 — 2026-07-10 —
raw/articles/knowledge-monetization-weekly-scan-2026-07-10.md - ✅ 知識變現與 AI 時代個人品牌每週掃描（2026-07-12） —
raw/articles/knowledge-monetization-weekly-scan-2026-07-12.md - ✅ 知識變現與 AI 時代個人品牌每週掃描（2026-07-19） —
raw/articles/knowledge-monetization-weekly-scan-2026-07-19.md - ✅ 知識變現與 AI 時代個人品牌每週掃描（2026-07-26） —
raw/articles/knowledge-monetization-weekly-scan-2026-07-26.md - ✅ What is Metacognition? (Simple Explanation + Practical Example) —
raw/articles/ld-academy-metacognition-2026.md - ✅ LearnWorlds 對 E樂堂的產品對標研究 —
raw/articles/learnworlds-platform-research-2026-07-26.md - ✅ LearnWithJean - AI Course Creation Videos (June 2026) —
raw/articles/learnwithjean-ai-course-creation-june-2026.md - ✅ 淺談「割韭菜課程」在做什麼＿給認真講師、職人的一篇文 —
raw/articles/medium-course-marketing-not-scammy-hype-2026-07-24.md - ✅ 知識衛星《搶佔 AI 紅利！哈佛講師的 22 堂商業課》來源追查 —
raw/articles/satsat-christina-wallace-ai-course-source-analysis-2026-07-10.md - ✅ Taiwan platform weekly scan — week ending 2026-06-28 —
raw/articles/taiwan-platform-weekly-scan-2026-06-28.md - ✅ 台灣線上課程平台週掃描（2026-07-09） —
raw/articles/taiwan-platform-weekly-scan-2026-07-09.md - ✅ If AI Can Teach Anything, Why Pay for a Course? | Expert Exchange —
raw/articles/teachable-expert-exchange-ep1-ai-courses.md - ✅ 不是「線上課程的時代」結束了，是「賣完就結束」的時代結束了 —
raw/articles/teachify-not-the-end-of-online-courses.md - ✅ Teachify 開課快手週掃描（2026-07-09） —
raw/articles/teachify-weekly-scan-2026-07-09.md - ✅ 在家就能學！10類超夯「線上課程」 —
raw/articles/tvbs-top10-online-courses-taiwan.md - ✅ 2025 年線上課程趨勢｜5 大生存法則 —
raw/articles/willful-5-survival-rules-2025.md - ✅ YouTube course-creator scan — week ending 2026-06-28 —
raw/articles/youtube-course-creator-scan-2026-06-28.md - ✅ L&D 頻道週掃描（2026-07-09） —
raw/articles/youtube-course-creator-scan-2026-07-09.md - ✅ YouTube 線上課程趨勢影片搜尋結果 —
raw/articles/youtube-online-course-trends-search-2025.md
YouTube 逐字稿分析（17 篇）
- ✅ 7 Online Course Trends in 2025 —
raw/transcripts/youtube/youtube-75yOYy7zGmY.md - ✅ How to ACTUALLY Sell Online Courses in 2026 —
raw/transcripts/youtube/youtube-7Z4QLM_QMrk.md - ✅ 線上課程已死？2026年知識獲利市場的趨勢 —
raw/transcripts/youtube/youtube-8sv7vHxe-gY.md - ✅ The Exact YouTube Strategy I’d Use in 2026! —
raw/transcripts/youtube/youtube-AV4r2Qixb1Y.md - ✅ Subscribers Don’t Mean Much on YouTube (and that’s good?) —
raw/transcripts/youtube/youtube-E-tUmafs__M.md - ✅ What is Cognitive Load? (Explanation + Practical Examples) —
raw/transcripts/youtube/youtube-EX3ppZMDOgk.md - ✅ How to go FULL TIME on YouTube in 6 Months (or less) —
raw/transcripts/youtube/youtube-KPicGKczYKw.md - ✅ How to Sell Online Course With No Audience in 2025 —
raw/transcripts/youtube/youtube-NUignG2WjLY.md - ✅ Why AI Makes Human Creators More Valuable? —
raw/transcripts/youtube/youtube-O3gpG3KujXk.md - ✅ What’s Actually Working on YouTube Shorts in 2026? —
raw/transcripts/youtube/youtube-P9Pgtkj5ND8.md - ✅ Why Free Info Isn’t Enough —
raw/transcripts/youtube/youtube-S8ea0EzzFyE.md - ✅ 5 Trends Shaping Online Courses in 2025 —
raw/transcripts/youtube/youtube-TBitxckhL5o.md - ✅ What is Metacognition? (Simple Explanation + Practical Example) —
raw/transcripts/youtube/youtube-UHMiXDYdnDY.md - ✅ The New Way to Create Online Courses Into 2026 —
raw/transcripts/youtube/youtube-dqADcZEY-p0.md - ✅ Stop trading time for money —
raw/transcripts/youtube/youtube-g2mxzGOV490.md - ✅ If I had a Dead YouTube Channel, I’d Do This —
raw/transcripts/youtube/youtube-g6-LyDSIFf4.md - ✅ 5 L&D Trends for 2025 —
raw/transcripts/youtube/youtube-iE3HmsyvA1E.md
覆蓋狀態
- 文章：33/33
- YouTube 逐字稿：17/17
- 合計：50/50