Marketing Engine · plain-English guide
How to read Distribute
Distribute channel variant builder. This guide explains what it produces, what each part means, and how it stays honest — so you can act on the output with confidence.
Takes
Edited draft + channels
Gives
LinkedIn + YouTube + Substack
The data it uses: The edited draft and the target channels.
Watch how it works
How to read the output
Channel variants
LinkedIn, X, and Substack versions built from the same fact-checked core — no variant can fabricate.
Register
Same point of view, different distance: the article is authority, the feed is a conversation, Substack is a letter.
Author stamp
Your name and byline on every variant — AI answer engines cite individuals far more than brands.
The terms it uses
- Register
- The voice distance for a channel — authoritative for long-form, interactive for the feed.
- Hard:soft
- The ratio of assertion to invitation per channel. LinkedIn leans interactive; the article leans authoritative.
How it stays honest
Every agent separates what it measured from your data from what it inferred. You always know which is which.
Measured
- ✓Edited draft (as provided)
Inferred
- ~Channel framing
- ~Hooks
- ~Register calibration
Questions people ask
Can a channel variant say something the article did not?+
No. Every variant is generated from the same fact-checked draft and evidence — a variant can reframe, never invent.
Now read the real thing.
Run Distribute on your own data and compare the output to this guide. If it matches, you can trust it.