I analyzed ~3,000 viral TikToks and the data contradicts a lot of the advice we all repeat

I went down a rabbit hole pulling data on about 3,000 high performing TikToks to see whether the usual growth advice actually holds up. A few things genuinely surprised me and I want to know if others here see the same.

- #fyp and #foryou did nothing. Videos using them got slightly fewer median views than ones that skipped them.

- A few hashtags beat a wall of them. 1 to 3 tags performed best. 7 to 10 dropped off hard.

- The biggest factor by far was hook speed. Videos that landed the hook in the first 2 seconds got around 30% more views.

- The one that really threw me: I tested whether engagement (likes, comments, shares, saves) predicted a video's next wave of views, and once you control for video size the effect mostly disappears. It looked more like a result of reach than a driver of it. Observational data so not the final word, but still surprising.

The pattern I keep landing on is that the stuff you can game barely matters, and the hard part (holding attention from the first second) is what actually moves the needle.

What I am curious about: does this match your experience, and does it hold on other platforms? Are Reels and Shorts the same, retention over everything, or do you find engagement actually pushes distribution there?

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morchie•19 days ago•1

"the hard part (holding attention from the first second) is what actually moves the needle."

Yes. This is true all over. The entire game is attention. But also, drop a link to the spreadsheet—Would be nice if we could see the patterns in the data and check any biases you may have brought into the interpretation.

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Any people that runs 100 to 10k followers pages (any social media)?

Hey all, I own a business that involves many clients that promote their product, art or website with TikTok (also Instagram, Youtube and Facebook). I want to offer them a way to post their content, or to get content created and posted for them on existing TikTok pages. Basically you got pages in a specific theme (sport, anime, cinema, culture, memes...) and you rent it for a specific period of time. You get paid every month, and all you have to do is basically connecting the account once to our system. You can opt-out anytime you want, you keep the full ownership of the account. That's basically a way to monetize your pages passively. For now I'm doing it myself with my own pages (3 tiktok pages with 500 to 3k followers, and 1 6k subscribers Youtube channel), I made around $800 renting these for less than a month. If someone is interested, please comment or DM!

Everything dying at 300 views for so long before I finally caught the problem

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