AEO content QA
Catch content mistakes before they ship
Build repeatable checks into your publishing process. Give editors fewer broken links to fix and more time for the work that needs judgment.
A checklist only helps when someone runs it. We turn your standards into automated checks, review steps, and specific fix requests.
What changes for your team
- Routine errors get flagged before editorial approval.
- Failed checks become specific fix requests.
- Recurring mistakes feed back into the writing and refresh process.
What we build
Checks that fit the content
Links, headings, metadata, alt text, and formatting rules tailored to your content types.
A clear review path
Route failed checks for fixes. Put source accuracy, product claims, and editorial judgment in front of a human.
A working handoff
Connect the checks to your production path, test real articles, and document how your team runs and updates them.
Where to put it to work
AEO content QA workflow FAQ
Does this replace an AEO tracking tool?
No. A tracker measures visibility in AI answers. This workflow checks the content your team produces and routes problems for a fix.
Will passing the checks get us cited?
No. Checks improve consistency and catch preventable errors. They do not guarantee citations, traffic, or rankings, and a passing score cannot replace editorial review.
How does the free grader fit?
Try it on an article to see the basic checking pattern. A client workflow adds your content rules, sources, integrations, and review steps.
Do we need a full Context OS?
Start with this workflow when QA is the bottleneck. A Context OS makes sense when several workflows need the same company knowledge and connected tools.
Make your standards part of the workflow
Bring a few articles and the mistakes you’re tired of catching. We’ll scope the checks and review path.