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AEO Canon · the reference for answer-engine optimization

The AEO Editorial Workflow

An AEO editorial workflow moves a real question through seven stages — brief, research, draft, evidence, QC, publish, refresh — with a gate at each so quality holds as you scale. The gates that matter most are originality and verified evidence, enforced by an editor who isn't the drafter.

BBurke Atkerson3 min read

An AEO editorial workflow moves a real question through seven stages — brief, research, draft, evidence, QC, publish, refresh — with a gate at each so quality holds as you scale. The two gates that matter most are originality and verified evidence, enforced by an editor who isn't the drafter.

Quick answer

Seven stages, a gate at each: brief → research → draft → evidence → QC → publish → refresh. The brief defines "done" before drafting starts, so QC is verification, not rescue. The decisive gates — originality and verified evidence — are enforced by an editor who didn't write the draft.

What are the seven stages?

The workflow takes a real question and turns it into a citable, current page. Each stage hands off only when its gate is met:

  1. 1

    1. Question & brief

    Source the real question; fill a brief that forces answer-first structure, required evidence, and an original angle. The brief is the contract for 'done'.

  2. 2

    2. Research & originality

    Gather primary sources and decide the angle only you can provide — proprietary data, first-hand experience, a defended POV.

  3. 3

    3. Draft (AI-assisted optional)

    Write answer-first under question-shaped headings, in ~120–180-word passages. AI may help; the draft is raw material, not a finished page.

  4. 4

    4. Evidence & links

    Add inline statistics, quotations, and named sources, plus internal links and external primary sources.

  5. 5

    5. Quality control

    An editor (not the drafter) runs the QC checklist — originality, verified facts, extractability — and rejects weak drafts.

  6. 6

    6. Publish

    Named author with credentials, publish and last-updated dates, Article + FAQ schema, clean server-rendered HTML.

  7. 7

    7. Measure & refresh

    Track citation share, schedule the next review by clock-speed, and feed gaps back to stage 1.

Why does QC sit with a separate editor?

QC sits with a separate editor because the person who drafted a page is the worst judge of whether it's generic or its facts are checked — they're too close, and the temptation is to polish a weak draft through rather than send it back. A separate editor applies the two gates coldly: is there an original angle, and is every claim cited against a primary source and verified? This is the single structural decision that keeps quality from sliding as volume grows, and it's why QC enforces the originality and credibility pillars rather than leaving them to chance. The full QC method is in quality control for AI content.

How does the brief make QC faster?

The brief makes QC faster by defining "done" before anyone drafts. When the brief specifies the target question, the required evidence, the original angle, and the answer-first (inverted pyramid) structure up front — a format that suits how users scan rather than read web pages word-for-word — QC becomes verification against a known standard, not a rescue mission. Writers know exactly what they're accountable for, drafts arrive closer to citable, and the editor checks boxes instead of rewriting. The briefing system and a downloadable template are in how to brief writers for AEO.

Get the workflow template

Download the seven-stage workflow as a template you can adapt to your team's owners and tools, then standardize it across your program.

Download the AEO editorial workflow template

Editorial workflow readiness

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Each unchecked box is a place a competitor can beat you to the AI answer.

Where this fits in the Canon

The editorial workflow is how an AEO content program runs in practice, enforcing originality and credibility at QC and freshness at the refresh stage. Pair it with briefing writers, QC for AI content, and the refresh system.

Frequently asked questions

What is an AEO editorial workflow?
A repeatable, staged process for producing content answer engines cite — brief, research and originality, draft, evidence and links, quality control, publish, then measure and refresh. Each stage has an owner and a gate, so a page can't advance until it meets the standard. The workflow exists to make citable quality repeatable instead of accidental, especially as volume grows.
What's the most important stage in the workflow?
Quality control, because it's where the two decisive gates are enforced — originality (something only you can say) and verified evidence (every claim cited and checked). QC is run by an editor who didn't draft the page, who sends weak drafts back rather than polishing them through. Skipping or softening QC is how generic, unverified content slips out at scale.
Where does AI fit in the editorial workflow?
In the research and draft stages as an accelerant — synthesizing sources, outlining, and producing a first draft to improve. It never advances a page past QC on its own, because it can't supply the original angle or verify facts. Treat AI output as raw material that still must pass the same originality and evidence gates as anything else.
How do you keep an editorial workflow from slowing down at scale?
Standardize the brief and QC so judgment is fast and consistent, let AI accelerate research and drafting, and separate roles so the editor isn't bottlenecked drafting. The gates stay strict but the process stays quick because everyone knows the standard up front — the brief defines done before drafting starts, so QC is verification, not rescue.

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