Q: "Can I just repost my old viral videos, or does the algorithm punish duplicates?" Short answer: re-editing old hits worked; straight reposting did not. The case: a travel creator took 10 videos tha…
Q: "Do YouTube Shorts actually feed subscribers to my long-form, or are they a dead end?" Great question — this one's hotly debated. Short answer: they fed subs, but conversion was tiny without a brid…
Q: "My niche feels totally saturated. Is pivoting actually smart or just chasing?" Short answer: micro-pivoting beat full pivoting in this case. The case: a general fitness account was stuck at 400 fo…
Q: "Do scrappy UGC-style ads actually outperform polished ones, or is that just an excuse to be lazy?" Great question. Short answer: scrappy won, but only on cost-per-acquisition. The case: a DTC bran…
Q: "Is rewriting the first 3 seconds really worth the effort?" Short answer: it was the single highest-leverage change one channel made all year. The case: a productivity creator had 8 videos averagin…
Q: "How fast do I need to jump on a trending sound before it's too late?" Short answer: 5 days is the sweet spot, not the first 24 hours. Here's the data one meme page logged across 40 sounds. Videos …
