The Pamba Blog
July 30, 2026·Everything we've written about guides·No. 9

The guides section

ai ugc

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.

· 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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How the whole machine runs itself: research and idea queue, posting from real iPhones, and performance monitoring running as one loop

ai ugc

What is AI UGC? A practical guide for brands

AI UGC is user-generated-style content made with AI avatars instead of human creators. Here is how it works, when it outperforms, and how brands run it.