The submission looks ready. Its grammar is tidy, the headings follow a sensible order, and the requested link sits neatly in the third paragraph. Then the editor asks a question the article never answers: what will our readers learn here that they could not find elsewhere?
That is where a useful review begins.
A polished draft can still contain unsupported claims, borrowed ideas or advice too vague to use. Google’s AI content guidance gives publishers reasons to examine those weaknesses before approving a guest article. Whether software helped produce the text is only one part of that assessment.
For teams handling regular submissions, the same questions can inform a broader SEO content audit: which articles add value, and which need further editorial work?
What Google’s AI Content Guidance Says
Google recognises that generative AI can assist research and help structure original material. It also warns that producing many pages without adding value may violate its scaled content abuse policy.
Its guidance calls for manual fact-checking and review, including checks on titles, descriptions, image alt text and structured data. These supporting elements deserve the same attention as the article itself.
The October revision reinforces the quality question
On 1 October 2026, Google updated the guidance to incorporate information from its Search Quality Raters guidelines. Those guidelines help people evaluate search-system performance; individual ratings do not directly determine rankings.
Publishers should therefore avoid turning the document into an imagined scoring formula. Counting headings, adding an author biography, or replacing a few familiar phrases is no editorial shortcut.
A better application is to examine the substance behind the presentation.
Read the Article Without Its Promotional Link
Consider a hypothetical submission about reducing abandoned shopping baskets. It mentions clear pricing, simpler checkout forms and delivery information, then links to a software provider.
The subject is relevant. The suggestions may be sensible. Yet the article offers no examples, evidence or explanation of where those recommendations might fail.
Temporarily removing the promotional link makes the editorial question easier to judge: would the publication still want this piece?
Identify the contribution in one sentence
Ask the contributor to describe what the article adds.
“The article explains checkout optimisation” identifies a topic. “The article examines three checkout problems found during a documented usability review” identifies a contribution.
That contribution could take several forms:
- An observation from relevant professional experience.
- An interview that answers a specific reader question.
- A worked example with clearly stated assumptions.
- A comparison based on transparent criteria.
- An explanation that makes a difficult subject easier to apply.
These are editorial options, rather than mandatory ingredients for every article. A short explainer can be valuable without original research, provided it resolves a real difficulty clearly.
Google’s helpful-content guidance asks publishers to consider originality, useful analysis, and the added value of drawing on other sources. It also encourages you to assess whether an intended audience would find the material worthwhile.
Distinguish fresh wording from a fresh contribution
A rewritten paragraph may sound different while conveying exactly the same information.
Suppose five competitor articles recommend “understanding your audience”. Rephrasing that advice as “developing deeper customer insight” does little for a reader who needs to know how.
An improved contribution might show which customer questions to collect, how to group them and how those findings change a content brief. The added usefulness comes from the explanation.
For outreach teams, this should happen before pitching. A blogger outreach proposal becomes more specific when it describes the reader problem and the available material to solve it.
Follow the Claims Back to Their Evidence
An editor should be able to trace important statements beyond the draft.
A sentence claiming that “most businesses lose customers because of slow websites” needs more than a confident tone. Which businesses? What was measured? When was the research conducted? Does the source support that exact conclusion?
Google explicitly warns that generative AI output can contain inaccuracies and calls for accuracy and trustworthiness checks before publication.
Open the source and read the relevant passage
A link to a recognisable organisation does not automatically substantiate the surrounding sentence. The cited page might discuss a different audience, an older product or a narrower finding.
During review, check that:
- The source exists and supports the claim.
- Dates and geographical scope match the article.
- Percentages retain their original context.
- Quotations reproduce what the speaker actually said.
- Examples are labelled when they are hypothetical.
If the source cannot be located, return the claim to the writer. Removing an unsupported statistic is preferable to presenting it as established evidence.
Never manufacture first-hand experience
Statements such as “we tested”, “our clients found” and “in our experience” imply that someone carried out the work.
Ask who did it, what they examined and what records support the account. A contributor should not convert a plausible scenario into a supposed case study.
Google’s guidance highlights clear sourcing and demonstrable knowledge as considerations when assessing trust.
For a publisher, accountability starts with knowing which parts of a submission the contributor can substantiate. Once the argument, examples and evidence stand up to scrutiny, the draft is ready for the next stage of editorial review.
Turn Editorial Review Into a Repeatable Process
A useful editorial process clarifies responsibilities. The writer supplies a substantiated draft, the editor assesses its suitability, and someone owns the published version.
Without those responsibilities, a submission can pass through several inboxes while everyone assumes somebody else checked the facts.
Publishers accepting regular guest contributions can use a short review record:
| Review area | What to establish | Possible decision |
|---|---|---|
| Audience fit | The article addresses a relevant reader need | Accept the angle or request a revised brief |
| Evidence | Important claims have appropriate support | Approve, qualify or remove claims |
| Original contribution | The piece offers a useful explanation or perspective | Proceed or request substantive additions |
| Contributor identity | The author’s identity and relevant background are clear | Confirm details before publication |
| Commercial links | Destinations, context and attributes are appropriate | Retain, amend or remove links |
| Final presentation | Headings, metadata and visuals accurately represent the article | Correct before scheduling |
The record need not be elaborate. Its purpose is to capture decisions that would otherwise disappear into email exchanges.
Give revision requests a concrete target
“Make this more human” leaves a writer guessing. So does “improve the quality”.
An editor can be more precise:
Replace the general advice in this section with an example showing how a small retailer could apply it. Explain the assumptions and remove the unsupported conversion claim.
That instruction identifies the weakness and what it takes to fix it.
Asking for shorter, repeated explanations may be equally valuable. An article does not become more useful simply by covering the same point under several headings.
Check Contributor Accountability and Commercial Links
Readers should be able to understand who is speaking and why their contribution deserves attention.
An author biography can explain a contributor’s relevant role, qualifications or experience. Keep those details proportionate and verifiable. A job title alone does not substantiate every claim in the article.
Google encourages clear information about authorship and, where relevant, how content was produced. Its guidance suggests considering production disclosures when readers would reasonably expect that context.
Agree on an honest approach to AI assistance
A publication’s contributor policy should explain what assistance it permits and what the author must disclose to the editor.
For example, the policy could allow help with outlining or language editing while requiring contributors to identify generated examples, verify factual claims and confirm responsibility for the final submission.
Whatever the policy allows, an editor should never invent an author’s experience or describe an unperformed test as completed work. Production disclosures must reflect what happened; a generic statement cannot replace factual review.
Review each link as an editorial decision
Open every destination before approving the article. Check whether the linked page supports the surrounding passage and whether its subject matches the reader’s expectations.
A link can be relevant without needing a keyword-heavy anchor. Descriptive wording should help someone understand where the click will take them.
Commercial arrangements require additional attention. Google treats buying or selling links for ranking purposes as link spam. Paid advertising and sponsorship links should be appropriately qualified using rel="sponsored" or rel="nofollow".
For agencies commissioning guest content, link requirements should be agreed alongside the editorial brief. A late demand to insert an unrelated destination can undermine an otherwise suitable article.
Make the Publication Decision on the Finished Article
The last review should examine the version readers will see.
Check that the headline delivers the article’s actual promise. Read the meta description for exaggerated claims. Inspect captions and alt text for accuracy, and confirm that any structured data describes the page correctly.
Google’s generative AI guidance explicitly extends review to metadata and other supporting elements.
Publish, revise or decline—with a reason
Three decisions are usually sufficient.
Publish when the contribution fits the audience, its important claims are supported, and the remaining edits are minor.
Request revision when the idea is worthwhile, but the evidence, explanation or structure needs work. State what must change before another review.
Decline when the submission depends on fabricated experience, cannot substantiate its central argument or offers little beyond accommodating a promotional link.
An editor does not need to rehabilitate every pitch. Clear acceptance standards save time for both the publication and its contributors.
Keep ownership after the article goes live
Assign a contact for corrections and retain the source notes needed to investigate a challenge. Time-sensitive figures, product details and requirements may need later review.
If an error is reported, assess the claim and correct the affected passage. Where the change materially alters the article, explain the correction to readers.
For an established publication, recurring weaknesses can also inform its next SEO content audit. Repeated sourcing problems may point to a briefing issue; overlapping articles may indicate that commissioning decisions need closer coordination.
A guest article earns its place when an editor can explain why it belongs, where its evidence comes from and who stands behind it. Apply that standard consistently, whatever tools helped produce the draft.
