AI Cash Tom

How to read this channel

AI Cash Tom is a 11,100-subscriber channel working mainly in Tutorials / Tools, publishing first in English / Global. The radar tracks 2 of its uploads. Its strongest signal (breakout score 1.0× the dataset median) reaches 32.1× the channel's subscriber count and has averaged 8,682 views a day since it was published 41 days ago, on “I Tested Seedance 2.5 on Lumina AI Until It Broke — It Didn't | 2026” (355,965 views). That is a lifetime average, not a current rate — one capture per video means this dataset cannot distinguish a video that is still climbing from one that already peaked. The API reports the audio track language as en.

There is one statistic this page deliberately does not print: a per-channel “share of uploads that reached 3×”. Every video on this site cleared that floor before it could be tracked at all, so the figure would read 100% for every channel and would distinguish nothing. What is left instead: 2 tracked uploads pulling 513,490 views between them, the strongest reaching 32.1× its audience. Repeated strong reach across several uploads is the part that suggests a format; one outlier is not. The hook patterns the tracker infers from its titles are contradiction hook (1), question hook (1), and the production choices that repeat are no-face format (no host on camera), talking about ai, not an ai-made film, ends on a cliffhanger to farm next-episode views.

What to copy and what to skip: copy the packaging pattern (title structure, the promise made in the first seconds, the episode length that keeps working) and skip the parts that only this channel can do — an existing subscriber base, cross-posting, or a back catalogue that feeds recommendations. Then compare this channel against the others on its category board: same niche, different market, different length. That comparison is where the transferable part usually hides.