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The blog
No growth-hack fluff. Structural, testable advice on the parts of YouTube performance you control before publishing.
June 9, 2026 · 10 min read
View-count prediction is astrology. Packaging-strength prediction is engineering. Here's what's actually predictable before you publish — and how to use it.
Read articleJune 2, 2026 · 8 min read
By the time the retention graph shows the cliff, it's too late. The three structural causes of early drop-off are all detectable in text, pre-publish.
Read articleMay 26, 2026 · 7 min read
Most thumbnail text is either too long to read or repeats the title and wastes the slot. Here's how to write text that earns its pixels.
Read articleMay 19, 2026 · 9 min read
The steepest cliff in every retention graph is the first 30 seconds — and it's written, not edited. Here's how to optimize hooks at the script stage.
Read articleMay 12, 2026 · 8 min read
Most titles fail for one of four structural reasons — and all four are visible before you publish. Here's how to analyze a title like the feed will.
Read articleReading about packaging is step one. Scoring your actual next video is step two.