Open Residency

How to read this channel

Open Residency is a 80,500-subscriber channel (about 23 months old) working mainly in Growth / Monetization, publishing first in English / Global. The radar tracks 1 of its uploads. Its strongest signal (breakout score 0.9× the dataset median) reaches 7.6× the channel's subscriber count and has averaged 9,356 views a day since it was published 65 days ago, on “AI Agents: The Most Valuable Skill You Can Learn in 2026 (Full Course)” (608,134 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: this channel has a single tracked upload so far, and it has pulled 608,134 views. Treat a one-video channel as a topic signal, not as proof of a repeatable format. The hook patterns the tracker infers from its titles are direct address hook (1), and the production choices that repeat are no-face format (no host on camera), talking about ai, not an ai-made film, monetization teardown / earnings disclosure, single-sitting long-form (30min+).

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.