Build an attributed GEO blog with Wang

GEO helps your business become findable and citable in AI answers. Every newly provisioned Wok includes a standard blog, a research-and-drafting worker, attribution controls, and a review queue. You decide the author, schedule, and what gets published.

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This guide applies automatically to newly provisioned Woks. Existing Woks are not changed or backfilled. Their current sites and blog structures stay as they are.

A newly provisioned Wok showing its empty, ready-to-use blog page — A fresh Wok starts with a crawlable blog at `/blog/`. It remains empty until you approve and publish a post.

1. Tell Wang what to research

Open your Wok's GEO content panel, or tell Wang your audience, subject, author, research languages, writing language, and preferred review cadence. A useful first message is:

you → Wang

Set up weekly GEO articles about bookkeeping for independent
restaurants. Search in English, Spanish, and Japanese, plus an
English Reddit search. Write in English. Attribute them to Maya
Chen at Northstar Books.
Ask me to review every draft before it is published.

Wang will ask for any missing author details, configure the operator-owned standard worker, confirm that it can run, and ask you to approve the schedule. The worker is not scheduled automatically.

Confirm the author

Give Wang the real person or organization that should appear on the byline. Add an author page or profile URL when you have one. A post cannot become public until its attribution is confirmed.

Choose the subject and audience

Describe the questions your customers ask, the products or services you want to support, and the region or industry that matters.

Choose research and writing languages

Pick up to five search languages and one language for the finished post. The dedicated English Reddit search is a separate switch, so it remains available even when the main research is multilingual.

Choose a cadence

Choose daily, weekly, or monthly. The dashboard shows the timing before creating the automatic schedule.

2. Let the worker research and draft

At each approved run, TellWang's private model reads a bounded snapshot of the live homepage and combines its products, audience, location, and terminology with your configured topics.

A passing article enters the dashboard as Pending.
A weak article gets one guided rewrite. If it still fails, the run is recorded and no draft is queued.
Research notes, sources, and revisions stay private while the draft is under review.
The dashboard shows whether the private model used the live site and lists the planned keywords.
Reddit supplies audience questions and pain points. The worker instructs the model to corroborate factual claims with non-Reddit sources.

3. See what needs your attention

Pending drafts appear in the Wok's Drafts view and in your organization feed. The owner digest collects new items into one daily email when there is activity. It does not send a separate email for every worker run.

TellWang dashboard Drafts panel showing a pending GEO article with a preview and score — Open your Wok, then choose **Drafts**. Each card shows the title, author, quality score, and a safe preview.

4. Review and publish

Read the entire article before publishing. Check that the answer reflects your business, the author is correct, any factual claims are supported, and the tone sounds like you.

Approve & publish makes the post public and adds it to the blog and sitemap.
Reject keeps it off the public site. Include a reason so the next revision has useful direction.
Ask Wang when you want a rewrite, a different angle, or help checking a claim.

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No post is auto-published by default. A schedule creates drafts; it does not remove the owner review gate.

5. Read your GEO stats

Open the site score from the dashboard to see how well the public pages answer questions and expose machine-readable information. Use Fix to hand a finding to Wang, or Re-check after publishing a change.

TellWang site score panel showing overall, GEO, SEO, slop, history, and findings — The score panel separates GEO from traditional SEO, shows recent movement, and lists concrete findings that Wang can fix.

Score	What it tells you
Overall	A combined view of the site's discoverability and answer quality.
GEO	Whether AI search systems can understand, extract, and cite useful answers from the site.
SEO	Technical and page-level signals used by traditional search engines.
Slop	How well the writing avoids vague, repetitive, or unsupported filler. Higher is better.

6. Reply to reader email

When your Wok receives an email, open it from the organization feed and choose Read & reply. You can then select Draft with Wang to pass the sender, subject, and full message into Wang as context.

TellWang email detail window with a Draft with Wang button — Draft with Wang prepares a response in context. It does not send the email by itself; review the wording before you send.

Your regular check-in

Read the owner digest or open the organization feed.
Review every pending draft and its attribution.
Approve, reject, or ask Wang for a revision.
Open the site score after publishing and address the highest-impact finding.
Check Automations if an expected run or draft is missing.

If something does not look right

Wang asks for an author: provide the exact person or organization name and, if available, a profile URL. Wang will not invent attribution.
No draft appeared: check Automations for the last run. Ask Wang to inspect the worker log and the organization's model-gateway balance.
A run was rejected: the quality gate rejected both the first draft and its one guided rewrite. Give Wang more specific audience or source guidance before the next run.
The score looks old: choose Re-check after the changed page is public.
Your Wok already existed: this foundation is not installed retroactively. Ask Wang to assess your current blog before making a deliberate, reviewable change.