UAE teams often publish across English, Arabic and other audience contexts. The operational challenge is not a single prompt; it is preserving facts, brand intent and approval boundaries while the format changes.
Use this checklist on any provider, including Gunjou. Examples should be synthetic or public, local claims should be sourced, and no course should imply guaranteed rankings, leads or sales.
Evidence the course or workflow should provide
Executable brief
Audience, primary question, permitted promise, evidence needs and conversion step belong in one document.
Observable evidence: A completed brief for a real but non-sensitive topic.Evidence map
Primary sources should be separated from commentary and linked to the claims they support.
Observable evidence: Claim, source, date and confidence table.Revision trail
The raw model draft and final editorial version should remain distinguishable.
Observable evidence: Before-and-after sample with reasons for material edits.Quality gate
Accuracy, originality, voice, search intent, accessibility and risk need separate checks.
Observable evidence: A reviewer-owned pre-publication checklist.Publishing pack
Metadata, image, alt text, internal links and review date are deliverables, not afterthoughts.
Observable evidence: One technically complete page.Cluster calendar
Each URL needs a primary intent and planned inbound and outbound links.
Observable evidence: A 30-day map that avoids duplicate targets.Feedback log
Corrections and audience questions should update the next brief.
Observable evidence: Page owner and revision record.A 30-day controlled content line
The objective is traceable quality, not maximum volume.
| Window | Output | Gate | Evidence |
|---|---|---|---|
| Days 1–3 | Question and brief | Intent approved | Signed brief |
| Days 4–7 | Sources and outline | Three primary sources | Claim map |
| Days 8–14 | Drafts | Human factual review | Revision trail |
| Days 15–21 | Page and visual | Content/technical QA | Checklist |
| Days 22–30 | Publish and learn | Real signals only | Change log |
How to apply this guide
- Select one narrow questionGive secondary intents their own pages instead of forcing them into one article.
- Collect sources firstOpen primary documents directly rather than treating model recall as evidence.
- Split review passesReview evidence and coverage separately from voice and readability.
- Close the loopSearch queries, corrections and support questions should reshape the next brief.
Failure modes to avoid
- Volume targetsMany overlapping URLs create maintenance and cannibalisation risk.
- Decorative citationsA link is not evidence unless it supports the nearby claim.
- Automatic publishingHuman approval is part of the system, especially for local or regulated claims.
Official and primary sources
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Review the stated course scope and public policies. This page makes no traffic, ranking or revenue guarantee.
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