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July 30, 2026·Everything we've written about growth·No. 9
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The growth section

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The avatar lottery: cycle your AI creators as hard as your content

One of our 110 AI creator accounts earned 17% of all 414 million views. Most never had a hit. The data says to audition avatars in about 20 posts, cut the cold ones, and pour volume into the winners.

July 30, 2026· Eric Owusu Sekyere
All 106 accounts ranked by lifetime views: eleven glowing bars, then a long flat tail
All 106 accounts ranked by lifetime views: eleven glowing bars, then a long flat tail

Everyone tests hooks. Almost nobody tests creators. Across the accounts we run, which avatar posted a video mattered as much as what the video was: the same power law that rules content rules the accounts themselves, and it is measurable early enough to act on.

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The Latest

July 30 · ai ugc

What 414 million views taught us about AI creator videos

We measured 6,678 AI creator videos across 110 TikTok accounts. 42% got under 1,000 views, 1.7% produced 61% of all reach, and engagement rate inverts as views scale.

July 24 · guides

How to find viral TikToks before they peak

The manual system behind 400 million TikTok views. A fixed list of search terms, a tracking schedule, and a score for what is viral right now.

July 23 · ai ugc

Tech companies creating the best UGC content

How Gen Z-focused startups like Cluely, TurboLearn, Duolingo, and Notion turn users into viral growth engines, and the playbook they share.

AI creators✦organic views✦auto-posting✦viral hooks✦TikTok growth✦content on autopilot✦made while you sleep✦AI creators✦organic views✦auto-posting✦viral hooks✦TikTok growth✦content on autopilot✦made while you sleep✦
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