Declared

161 of 2,629 cleared.

A real outreach run on live YouTube data across eight niches, where every creator was judged by explainable rules, a trained classifier and an authenticity check before a single message was written.

RankRoll no.CreatorNicheFollowersEng.Marks

Cut-off: all ten checks passed

How every result was decided

Nine steps, run in this order for every channel. Each sheet shows how many survived it.

Withheld, with reasons

No silent rejections. Every withheld channel carries the exact rule it failed; a channel can fail several.

Reasons for withholding

Case filein range, one rule failed

Try the examiner

The trained classifier runs here, in your browser: no server, no API key. Type a channel name on the first line and a few video titles below it.

Candidate channeledit me

Examiner's verdict

Fintech

Letters that went out

158 of 161 messages passed every automatic check: length, a real reference to the creator's own content, no invented numbers, no generic opener. Two of them, exactly as written:

Nothing sent twice. Nothing invented.

Enforced in code, covered by tests

Write-ahead log: A row is written before an email leaves; a crash mid-send blocks a resend instead of emailing twice.
Duplicate lock: One send per creator and per inbox, checked in code and enforced by unique indexes in SQLite.
No blind retries: If n8n doesn't answer, the send is marked unconfirmed, never retried automatically.
Do-not-contact: An unsubscribe reply goes on a suppression list that every campaign checks before sending.
Published emails only: Taken only from the creator's own description, website or business line. 95 are marked Not Found, none guessed.
Private data stays private: Audience age and gender are private YouTube Analytics, so they are marked unavailable.
Instagram by hand: Meta allows no automated cold DMs; 160 DMs are queued for a person to send.
Human review gate: Messages that fail validation three times are held, never sent automatically.