How to review AI-generated articles before publishing

The most dangerous AI mistake is not always an obviously strange sentence. It is often a confident, plausible statement that nobody verified. Treat generated text as a draft: useful raw material that still needs editorial judgement before it represents your site.

Read the article for the answer first

Ignore SEO for the first pass. Ask whether the page actually answers the question promised by its title. The main answer should appear without forcing a reader through a long generic introduction. Remove paragraphs that repeat the premise without moving the explanation forward.

If the article could be pasted under ten different titles with only a few nouns changed, it probably needs more specific information, examples or reasoning.

Fact-check claims that can be wrong

Pay particular attention to names, dates, prices, statistics, product specifications, software features, legal rules, financial claims and quotations. These details can be fabricated, misunderstood or simply outdated. Verify important claims against reliable primary or authoritative sources where possible.

Do not keep a statistic merely because it makes the article sound convincing. If you cannot establish where an important number came from, remove it or replace it with a statement you can support.

Check whether the draft invented certainty

Generated text can turn a possibility into a guarantee. Watch for language such as “will”, “always”, “proven” or “guaranteed” when the evidence only supports a conditional conclusion. This matters especially for health, finance, law, safety and other decisions where inaccurate confidence can cause harm.

Remove generic filler and repetition

Common filler includes repeated summaries, introductions that announce what the article is about, and conclusions that restate every heading without adding a useful next step. Keep the parts that explain something. Cut the parts that only make the page longer.

Also compare sections with each other. AI drafts sometimes express the same point under several headings using slightly different wording.

Add value a generic draft does not have

Useful additions can be a worked example, a decision framework, a warning about a common mistake, a clearer explanation of a difficult concept, a comparison table built from verified facts, or links to relevant resources. The goal is not to disguise that AI assisted the workflow; the goal is to make the final page worth a reader's time.

Review headings and page structure

Use one clear page title. H2 headings should describe the major questions or stages of the article. H3 headings should organise subsections rather than act as decoration. A reader scanning only the headings should understand the progression of the page.

Keep paragraphs comfortable to read on a phone. Lists are useful for genuinely list-shaped information, but turning every paragraph into bullets can make a detailed guide feel fragmented.

Inspect every link

Open important links before publication. Make sure the destination exists, supports the surrounding statement and is not an accidental or invented URL. Internal links should take readers to genuinely related material. External links should be used because the source is useful, not simply to make a draft appear researched.

Check title and description after editing

The final title should accurately describe the finished article. Write a concise search description that tells a potential visitor what the page helps them do. Avoid exaggerated promises that the article cannot deliver.

Use a two-stage publishing workflow

1. Draft: generate or write the first version and improve its structure.
2. Review: verify facts, links, claims and reader value before approving publication.

For sensitive or high-impact subjects, add specialist review when appropriate. Automation should never be treated as permission to skip the level of review the topic deserves.

Final editorial checklist

• The title promise is actually fulfilled.
• Important factual claims have been checked.
• Unverifiable statistics and invented citations are removed.
• Repeated and generic paragraphs are cut.
• The article adds specific explanation or examples.
• Links work and lead to relevant destinations.
• The page reads naturally on mobile as well as desktop.
• A human editor is comfortable taking responsibility for the final page.

Once a draft passes review, use a controlled publishing process. The next guide explains how to automate Blogger publishing without turning automation into duplicate or unchecked content.