Content and review
Human-reviewed AI content: what should the review check?
Topic, facts, sources, images and WordPress publication: a practical method for reviewing AI-assisted articles before associating them with your business.
Is human review enough to make an AI article useful for SEO?
The review needs to go beyond spelling: check the reader’s need, claims and supporting sources, business-specific information, images and the version actually published. It supports a decision to correct, reject or publish. It guarantees neither perfect accuracy nor search rankings. A well-written article that adds nothing useful still needs work.
A draft delivered in minutes is not necessarily ready to publish. Fluent writing can invent a service, overgeneralise advice or pair an image with an inaccurate caption. The review must consider what readers will understand and what they may then ask your business to do.
This method applies both to an internally managed blog and to an AI-assisted writing service. The examples are fictional and are not Oryon client references.
Check the topic’s usefulness before the writing style
Google describes generative AI as a possible aid to research and structure. It also warns that generating many pages without adding value for users may violate its scaled-content abuse policy. Article count is therefore not a sufficient editorial goal.
Consider a fictional computer repair business. “Everything you need to know about computers” opens an enormous subject. “What information should you prepare before requesting a diagnosis?” addresses a specific task. The reviewer can assess whether each section helps gather that information or merely fills space.
Check each claim against its source and scope
Google encourages assessing content originality, clear sourcing and easily verifiable factual errors. Adding a bibliography is not enough: each source needs to support the claim associated with it.
Open the cited documents. Compare their date, product, version and conditions with the sentence in the draft. Advice for one particular device may not apply to a whole product range. If the passage does not support a conclusion, remove the claim or narrow it to what can be established.
- Identify figures, timeframes, comparisons and absolute statements.
- Check the original passage, rather than only a search engine’s summary.
- Separate documented information from examples and editorial opinions.
- Retain enough evidence to repeat the check later.
Confirm anything that commits your business
Public sources do not know how your business operates. Opening hours, service areas, promised response times and included work need confirmation from the appropriate person. A reviewer must also catch promises tucked into introductions, conclusions and search descriptions.
In our fictional repair example, imagine a draft that says “we recover all your files”. A technical article about a recovery method does not make that promise reliable. A possible replacement, subject to the professional’s confirmation, is “we assess recovery options after diagnosis”. It describes a process without inventing its outcome.
Does the text help readers decide? Generic advice can remain unhelpful. The information to bring, questions from the first conversation and service limits make the article concrete.
Review images alongside the text
Google recommends placing images near relevant text and providing useful alternative descriptions without keyword stuffing. Alternative text should help someone understand the image; it is not a place to repeat every sales phrase on the website.
Open each illustration. Does it match the object, use and caption described? A photograph of disassembled equipment does not prove it has been repaired. Check its provenance and reuse conditions at the source, and keep the necessary credits. In the preview, check headings, links and readability on a phone.
In WordPress, distinguish a draft from the published version
WordPress distinguishes draft, pending and published posts, among other statuses. Its revisions system can show saved changes and restore an earlier version. These features help track work, but do not prove that an editorial decision-maker approved a text.
Before sending it, identify the approved version and the person who can authorise publication. Afterwards, open the final URL while logged out. The text, images, sources and links should match what was reviewed. A successful technical response does not replace reading the result.
If a later change affects a fact or promise, review it again. Keep a record of the correction and its date instead of leaving several competing files labelled “final version”.
Make review a real decision
In SEO Studio, AI helps prepare articles in English or French from the website and supporting research. Human review is the default mode: Oryon reviews, corrects where necessary and approves the revision to publish. The client may explicitly enable automatic checks of facts, sources and both images, without systematic human review. Unresolved exceptions remain blocked for examination by Oryon. Publishing permission remains a separate client consent; the target publishing rate does not bypass these conditions.
For your own organisation, allow three outcomes: publish, correct or reject. Measure the time actually spent on reading, corrections and incidents. If nobody can examine a text, postpone publication. Review then becomes identifiable work with criteria and an accountable person.