beta

“Channels with narrow topical focus outgrow broad-topic channels.”

not currently testable

the data needed isn't shared

Held 42 days · Never changed on record

not currently testable on 4 of 5 pooled public channels

What the check does

Across the shared pool — but "narrow focus" has to be measured across a channel's OWN videos, which needs per-video topic signal (titles are the usual stand-in). The shared data carries one category per channel and no per-video text, and a single label cannot describe variation inside the channel it labels: two channels in one category may be a specialist and a generalist. Grading by category and calling it focus would be an invented measurement. The test names the field it needs; no number of extra channels supplies it.

The reading

Not testable on this channel right now — per-video topic signal (video titles); the shared data carries one category per channel, which cannot describe how varied that channel's own videos are.

How the verdict has moved

First checked Sep 11, 2026; the verdict has not moved since.

Where the belief comes from

Niche-down folklore.

Checked against

Every figure on this page is checked against the shared pool, through Oct 22, 2026. The tally above reads 5 pooled public channels’ files.

Keep reading

The rest of the record

This belief sits in a ledger of fifty, each one re-checked every day. These surfaces carry the rest of it.