An Editorial Checklist for AI-Assisted Drafts

A short checklist is useful because an AI-assisted draft can look complete before it has been reviewed. The aim is not to make every sentence ornate. The aim is to make the page accurate, understandable, and genuinely helpful to the person reading it. Use the checklist below after you have a draft and before you publish, submit, or send it.

Accuracy and evidence

Verify every factual claim. Check names, figures, dates, quotations, feature descriptions, and links against a dependable source.
Separate fact from interpretation. If you are making a recommendation or prediction, label it as your judgment and explain the basis for it.
Remove invented detail. Do not keep a plausible example, testimonial, statistic, or citation simply because it improves the flow.
Check the current version. Product, price, policy, and legal information can change after a draft is generated.

This step matters most when the content influences a purchase, a health or financial decision, a school assessment, or a public statement. In those cases, ask a qualified reviewer to check the final draft.

Purpose and reader value

State the point early. The opening should tell a visitor what the page helps them understand or do.
Answer the real question. Replace broad background material with the context, steps, limitations, and examples the reader needs.
Add original value. Include your own tested process, expert review, source analysis, examples, decisions, or firsthand context.
Remove repetition. If two sections make the same point, keep the clearer one and deepen it with useful detail.

A page is more valuable when it helps a reader complete a task or understand a trade-off. Word count alone is not evidence of value. Specific, accountable information is.

Structure and readability

Use descriptive headings. A heading should tell readers what they will learn, not repeat a search phrase.
Keep one main idea per paragraph. Split a paragraph when the reader would need to pause and reorient.
Use lists with care. Lists help when the items are parallel, actionable, or easy to compare.
Read it aloud. Awkward transitions and overly long sentences are easier to hear than to spot.

Clarity does not mean stripping out all personality. It means the reader can follow your reasoning without decoding the prose. Keep the language that is familiar to your audience and define terms that may be new to them.

Voice and responsible use

Make the decisions yourself. A tool can propose wording, but you are responsible for the position, claims, and final wording.
Do not misrepresent authorship. Follow the disclosure and attribution rules of your employer, client, school, or publisher.
Protect confidential material. Do not paste personal, private, contractual, or restricted information into a tool unless you are authorized to do so.
Respect the assignment. For coursework or evaluated work, use AI only in ways the institution permits.

These checks are part of quality, not an afterthought. A well-written page that misstates its source or use of AI is not trustworthy writing.

Accessibility and publishing checks

Write meaningful link text. “Read the privacy policy” is clearer than “click here.”
Describe important images. Use accurate alt text; decorative images do not need a description.
Check headings and contrast. A clear heading hierarchy and legible text help everyone scan the page.
Test the page. Open it on a phone, follow the main navigation, submit any visible form, and fix broken paths.

For site owners, trust pages should also be easy to find: an accurate About page, a working contact route, privacy information, and terms that match the service. Visitors should not have to guess who runs the site or how to ask for help.

Revision records and corrections

Keep a short record of meaningful edits when a page makes promises, summarizes evidence, or guides a decision. Note the source checked, the reviewer, and the date of approval. This is not busywork: it lets the team identify which version a reader saw and makes a future correction quicker and more accurate.

If you find an error after publication, correct the page rather than quietly repeating the same claim elsewhere. Review the headline, summary, links, and social preview as well as the sentence that was wrong. If the error could affect a reader's decision, make the correction easy to find and tell the responsible person or team. A reliable correction process is part of editorial quality.

Final pass

Ask one last question: would this page still be useful if it received no search traffic? If the answer is yes, it probably serves a real reader. If the answer is no, return to the purpose and add the information that only you or your team can provide. You can use HumanizeRAI's editor for a focused revision pass, then compare the change against the original facts before you approve it.

For a full editing workflow, read How to Edit AI Drafts Without Losing Your Voice. If you are unsure whether or how to disclose AI assistance, consult our disclosure guide.