Kanal ayarları — canlı kontrol
Rehberin "tek yanlış tik" listesi, bu sayfa her açıldığında YouTube API'den yeniden doğrulanır.
Uzun video · Shorts karşılaştırması (son 7 gün)
Uzun: 15 video, toplam 134 izlenme · Shorts: 14 video, toplam 398 izlenme
YouTube'un genel Analytics API'si impressions metriğini desteklemiyor (aşağıdaki kutuya bak), o yüzden gerçek gösterim sayısını API'den çekemiyoruz. Ama izlenme farkının kendisi zaten yön gösteriyor: Shorts akışı en azından bazı videoları rastgele bir test kitlesine sunuyor, uzun formatta bu denli net bir sinyal görünmüyor.
En çok izlenen videonun tutma eğrisi
"Why Nvidia's 'Sold Out' GPUs Are Quietly Piling Up in Warehouses" (long, 84 izlenme, 550 saniye) — kanalın algoritmadan gerçek test aldığını kanıtlayan tek örnek.
Video bazlı tablo
Sadece en iyi videoya değil, hepsine bakınca "bu neden farklıydı" sorusu cevaplanabilir.
| Video | Tür | İzlenme | Ort. izlenme % | Ort. süre (s) |
|---|---|---|---|---|
| Why Nvidia's 'Sold Out' GPUs Are Quietly Piling Up in Warehouses | long | 84 | 11.8 | 65 |
| Why Word Processors Didn’t Kill Typist Jobs (And What That Means for AI) | shorts | 71 | 62.3 | 10 |
| Why Google's 'Helpful' AI Overviews Are Quietly Killing the Sites That Feed It | shorts | 58 | 39.1 | 14 |
| Why Companies Are Hiring More Junior Developers Despite AI Coding Tools | shorts | 46 | 22.1 | 4 |
| Intel’s AI CPU Promise Is Quietly Failing to Win Back Data-Center Share | shorts | 43 | 47.4 | 11 |
| Why 'AI Will Bring Manufacturing Back' Is Quietly Repeating the China Price Mistake | shorts | 40 | 38.3 | 13 |
| AMD's Zen 4 Launch Date Delay: Why AMD Missed Its Own Q1 2026 Promise | shorts | 30 | 42.8 | 11 |
| Why Hospitals Are Quietly Hiring More Radiologists After AI Was Supposed to Replace Them | shorts | 29 | 37.2 | 18 |
| Apple’s AI Service Claim Turns Out to be a Mere Hype | shorts | 22 | 61.7 | 8 |
| Why Microsoft's $80 Billion AI Buildout Is Moving Slower Than Anyone Admits | shorts | 21 | 107.7 | 59 |
| Why YouTube Just Quietly Admitted Its View Counts Are Fake | shorts | 19 | 44.0 | 16 |
| Why Hospitals Are Quietly Hiring More Radiologists After AI Was Supposed to Replace Them | long | 8 | 13.3 | 92 |
| Intel’s AI CPU Promise Is Quietly Failing to Win Back Data-Center Share | long | 7 | 17.2 | 78 |
| Why Companies Are Hiring More Junior Developers Despite AI Coding Tools | long | 7 | 8.8 | 25 |
| Why the AI Data Center Boom Is Quietly Repeating the Y2K Software Bust | long | 7 | 6.0 | 26 |
| Why Meta's 'AI Creator Payout' Promise Is Quietly Earning Creators Almost Nothing | long | 6 | 7.6 | 40 |
| Why Anthropic's '57% of Jobs' AI Claim Is Quietly Wrong About Real Hiring | shorts | 6 | 43.2 | 26 |
| Why the AI Data Center Boom Is Quietly Repeating the Y2K Software Bust | shorts | 5 | 18.6 | 6 |
| Why Meta's '350 Million Downloads' Claim Quietly Ignores Who Actually Uses Llama | shorts | 4 | 60.2 | 22 |
| Why Nvidia's 'Sold Out' GPUs Are Quietly Piling Up in Warehouses | shorts | 4 | 41.1 | 18 |
| Why Word Processors Didn’t Kill Typist Jobs (And What That Means for AI) | long | 3 | 0.0 | 0 |
| Why YouTube Just Quietly Admitted Its View Counts Are Fake | long | 3 | 66.7 | 510 |
| AMD's Zen 4 Launch Date Delay: Why AMD Missed Its Own Q1 2026 Promise | long | 3 | 2.0 | 7 |
| Why 'AI Will Bring Manufacturing Back' Is Quietly Repeating the China Price Mistake | long | 2 | 0.2 | 0 |
| Why Microsoft's $80 Billion AI Buildout Is Moving Slower Than Anyone Admits | long | 2 | 395.1 | 3042 |
| Why Anthropic's '57% of Jobs' AI Claim Is Quietly Wrong About Real Hiring | long | 1 | 1.5 | 9 |
| Apple’s AI Service Claim Turns Out to be a Mere Hype | long | 1 | 0.0 | 0 |
| Why Google's 'Helpful' AI Overviews Are Quietly Killing the Sites That Feed It | long | 0 | 0.0 | 0 |
| Why Meta's '350 Million Downloads' Claim Quietly Ignores Who Actually Uses Llama | long | 0 | 0.0 | 0 |
Yükleme sıklığı
Uzun + Shorts, ayrı yükleme olarak sayılıyor (kanal istatistiğindeki gerçek video sayısıyla eşleşsin diye). Yeni kanalda tek günlük hacim artışı hafif spam/kalıp sinyali riski taşır (rehber Bölüm 5.8).
Başlık benzerliği
Rehberin manuel "son 10 başlığı yan yana koy" testinin otomatik hâli — her başlık çifti karşılaştırılır (difflib, lexical benzerlik).