Layers Research · August 2026

The 2026 TikTok Posting Report

Twenty-one posting rules tested against 23 million TikTok videos and 13.3 trillion views. Most of them are myths - and the few real levers aren't where the industry points.

Layers Research · Companion to the working paper · August 2026
13.3Tviews represented
23.26Mvideos indexed
12.68Mvideos analyzed
189,718creators (8+ videos)
21rules put on trial
13.3 trillion views across 35 years of footage. If every view lasted just one second, they'd add up to 420,000 years - longer than Homo sapiens has existed. If every view ran to the end of its video: 21.7 million years. Every claim is a within-creator comparison: each video is scored only against the same account's other posts, so audience size, loyalty, and niche never enter the comparison. "pp" = percentile points on that 0-100 scale.

How to read a "spot" - in views

Every number here is a spot: where a post lands among that same creator's own videos, from 0 to 100. Spots are the honest unit - each post is judged only against that same account's other posts, so the method doesn't care whether you have 500 followers or 5 million. But a spot doesn't convert to views in a straight line: a creator's catalog is jackpot-shaped, and the quieter the account's typical post, the steeper that jackpot. Measured against your own median post:

10× 25× 50× 100× 250× a post's views as a multiple of your own median post (log scale) 50th spot 75th spot 2.8× 90th spot 95th spot 16× 99th spot 60×
What a spot is worth, in views vs. your own median post (within-creator, 23M videos). Dot = the typical account; bar = the middle half of accounts; whiskers = the 10th-90th. The spread is the point: at your 90th spot the typical post earns ~8× your median, but that runs from ~4× to ~21× by account - and it tracks typical traction, not follower count: accounts whose usual post earns under 100 plays/day run steeper (90th ≈ 9× their median) than accounts whose usual post clears 100k plays/day (≈ 4.7×). By follower count the pattern runs the other way, so read this as a statement about traction. The 50th is flat by construction.

So near the middle, where most posts live, +4 spots ≈ +14% more views, +10 ≈ +42%, +20 ≈ double. That's the conversion - every headline below is quoted in spots with its view-equivalent alongside.

The rest of the report

We will email you the scoreboard and all six parts.

You have the corpus, the method, and how to read a spot. Here is what the rest of the report covers:

Roughly 6,000 words with every table and figure, plus the method notes and the confidence intervals.

Free. We will email you the full report, the deck and the working paper. Layers will not sell, lease or transfer your email to any other company.