Modou GEO · Mainstream step

Semi-autonomous real post: why you must publish

GEO can draft packs and publish your on-site authority page, but WeChat, encyclopedias, and most media have no third-party one-click API. Actually posting the pack and keeping a public URL is the highest-leverage “real publish” step in the loop.

6Journey step 6 · You act

Copy packs in Workbench Back to full journey

Why this is mainstream—not a side quest

On-site alone is one self-owned story. External posts make the same facts multi-source and checkable—that’s the core of generative-engine optimization.

On-site only

Models may miss or distrust a single brand site—answers stay empty, skewed, or invented.

On-site + external posts (recommended)

WeChat / wiki / press align with the authority page so engines can find one stable story.

1
No open publish APIs
WeChat Official Account, encyclopedias, and most media only accept logged-in human ops. Modou drafts paste-ready text—it cannot click Publish for you.
2
Engines prefer checkable public sources
Doubao, Qwen, and peers often lean on public pages and third-party narratives. External links keep facts off your site alone.
3
You own the accounts & compliance
Who posts, when, and what stays with you or your operator. Semi-autonomous = system drafts; publish rights and responsibility stay yours.

How the semi-autonomous loop closes

Four beats: draft → you post → backfill URLs → monitor. Skip the middle two and creation stays half-finished.

1
Export packs
Workbench Multi-channel publish builds WeChat / wiki / press bodies.
System
2
Real post
Log into each platform, paste, proof, publish (steps below).
You · critical
3
Backfill sources
Paste public URLs into GEO sources and mark aligned.
You
4
Monitor & loop
Re-query engines; fix basics or repost if answers drift.
System + you

Per-platform real-post playbooks

Copy the matching pack in Workbench first. UIs change—use the official entry. Principle stays: paste aligned facts → publish publicly → keep the URL.

Channel A

WeChat Official Account

Turn the brand fact brief into a public (or subscriber-visible) article.

Keep title and opening line aligned with the authority page; link your official site at the end for cross-checks.

1
Copy the WeChat pack
GEO Workbench → Multi-channel publish → WeChat pack → copy body (and suggested title).
2
Sign in to WeChat admin
Open mp.weixin.qq.com and scan with an admin/operator account.
3
New article
Content → Drafts → New article (single article is enough).
4
Paste & format
Set title, paste body, check lists/links; add a brand cover if you have one.
5
Preview → publish / schedule
Preview on phone, then publish or schedule. Copy the article URL from Published.
6
Bring the URL back to GEO
Sources → add WeChat type → paste URL → mark Aligned.

Channel B

Encyclopedia entry

Create or update the brand/product entry so overview & references match the authority page.

Strict review: verifiable facts only, no ad tone; cite authority page, WeChat posts, and reputable media.

1
Copy the wiki pack
Workbench → encyclopedia skeleton → copy overview, basics, reference hints.
2
Create or edit
Search the brand on the target wiki; create if missing, else request edit.
3
Fill overview & infobox
Align founding date, category, official site with GEO basics—no hype.
4
Body & references
Follow wiki section rules; add authority page and published outbound links as references.
5
Submit → backfill URL
After approval (or pending), paste the entry URL into GEO sources and mark aligned/pending.

Channel C

Press / industry sites

Place the press skeleton on a media site, industry portal, or your newsroom with a stable public URL.

Prefer long-lived, non-login pages. Titles with full brand name + a fact beat beat empty slogans.

1
Copy the press skeleton
Workbench → press pack → copy headline, lead, body, about-brand.
2
Pick a channel
Industry outlet forms/email, local news, or company newsroom—anything with a stable public URL.
3
Adapt to channel format
Add contacts, captions, or disclaimers required by the outlet; keep facts consistent with the authority page.
4
Submit or publish
Finish submission or hit publish; keep the final public article URL (not a private preview).
5
Backfill & monitor
Paste into GEO sources → Aligned → re-run multi-engine monitor.

Three steps after posting close the loop

Posting isn’t enough: without backfill, alignment, and retest, external pages never enter monitoring.

1. Collect public URLs
WeChat published page, wiki entry, press article—one openable link each.
2. Mark sources Aligned
Only when they match the authority page; fix conflicts first if not.
3. Re-monitor
Ask Doubao/Qwen etc. again; open fix tasks and repost if answers drift.

Open sources board Run multi-engine monitor

No engine citation is guaranteed. Semi-autonomous posting’s value is ready materials, one story, real outbound links, and repeatable retests.