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AI website copy is a draft, not publish-ready content. Edit it by starting with the visitor and the page’s job, verifying every factual claim, replacing generic language with details only the organization can support, and reviewing metadata and page structure alongside the prose. Finish with a human editorial pass before publishing.
This workflow helps website owners, marketers, and writers turn fluent but unproven text into copy that is accurate, specific, credible, and useful. It does not promise higher rankings, inclusion in an AI-generated search answer, or more conversions; those outcomes depend on many factors outside an editing process.
What editing AI website copy actually involves
Generative models are good at producing grammatical paragraphs quickly. They are not reliable authorities on your product, service, policies, customers, prices, results, or company history. A polished sentence can still contain a wrong feature, an expired offer, an invented credential, or a promise nobody approved.
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Google Search Central says, “It is critical to manually factcheck and review all AI-generated content for accuracy and trustworthiness before publishing.” Treat that as a publication requirement, not an optional quality check.
1. Set a brief before touching the draft
Do not begin by line-editing the first paragraph. Write a short brief and keep it visible while you work. The brief gives you a test for every sentence.
- Audience: Who is visiting, and what knowledge or constraints do they bring?
- Page job: Is the page meant to explain, compare, qualify a lead, support a customer, or enable a transaction?
- Primary question: What must a visitor understand before deciding what to do?
- Next useful action: What should happen after reading—contacting the team, starting a trial, checking requirements, downloading a guide, or continuing to a detailed page?
- Non-negotiables: Which legal, pricing, technical, geographic, or eligibility qualifications must remain visible?
Challenge any sentence that does not help the intended visitor understand the offer, assess whether it fits, or take the next useful step. This is an editorial method based on people-first usefulness, not a Google ranking checklist.
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Build a one-sentence page promise
Write a plain sentence such as: “This page helps independent retailers decide whether our inventory service fits stores with two to ten locations.” If the AI draft speaks to everyone, rewrite it for the audience you actually serve. A specific promise prevents a generic introduction from surviving simply because it sounds professional.
2. Audit every factual claim
Read the draft once only to mark claims. Highlight anything a reasonable reader could verify or rely on. Include statements that look like marketing adjectives when they imply measurable superiority.
| Claim type | Examples to verify | Acceptable evidence |
|---|---|---|
| Capabilities | Integrations, supported formats, automation, response times | Current product documentation or an approved capability list |
| Commercial terms | Prices, discounts, free periods, renewal terms, guarantees | Current approved pricing and terms for the stated region |
| Operational promises | Delivery dates, support hours, implementation timelines | Operations or service documentation that is still in force |
| Credentials | Certifications, years of experience, memberships, awards | Records the organization is willing to publish |
| Results and statistics | Customer outcomes, percentages, rankings, benchmark claims | Identifiable methodology, date, population, and permission to use the result |
| Comparisons | “Faster,” “safer,” “more accurate,” or “the leading” | A defined comparison and evidence that supports the exact wording |
Check each claim against an authoritative source or the organization’s approved information. Record the source and date in your editing notes, even if those notes will not appear on the page. If a claim cannot be verified, delete it, narrow it, or flag it for an owner to resolve. Do not preserve a statement because the model wrote it confidently.
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Handle uncertainty without making the copy useless
Use a qualification that tells the reader what is known. For example, replace “Implementation takes two weeks” with “Most standard setups are scheduled within two weeks; projects requiring data migration receive a separate timeline.” Only use that wording if the organization has approved the underlying ranges. If nobody can confirm a timeline, remove the number rather than inventing a softer version.
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Never manufacture proof
Do not add customer names, testimonials, case-study results, test measurements, expert quotations, first-hand experience, or user counts to make a weak paragraph persuasive. A missing proof point is a reason to request evidence, not an invitation to let the model fill the gap.
3. Replace generic language with specific value
AI drafts often rely on phrases that could describe almost any business. Mark broad praise such as “innovative solutions,” “seamless experience,” “industry-leading service,” “powerful platform,” and “unlock your potential.” Keep one only when the page immediately explains what it means and the organization can substantiate it.
| Vague draft | Questions to ask | Specific rewrite pattern |
|---|---|---|
| “We deliver seamless solutions.” | Which task becomes easier, for whom, and by what mechanism? | “Upload a product feed once, then send the same approved catalog to the listed sales channels.” |
| “Industry-leading support.” | What support is offered, during which hours, through which channels? | “Customers can email the support team Monday through Friday, 9 a.m.–5 p.m. Eastern Time.” |
| “Innovative technology.” | What does the technology do that matters to this visitor? | “The dashboard flags duplicate records before they enter the monthly export.” |
| “A partner you can trust.” | What transparent evidence supports trust? | “The service publishes its retention period, escalation path, and current status page.” |
Specificity can come from a process, constraint, example, audience, format, or transparent limitation. It does not require exaggerated superlatives. If the organization cannot supply a concrete detail, ask for one or write a plainly bounded statement instead.
4. Rebuild the page around the visitor’s decision
Once claims are sound, reorganize the page so a scanning visitor can answer the main question quickly. Put the clearest value proposition near the top, then provide the details needed to evaluate fit.
Use an information order that matches the decision
- State the offer and audience. Say what is provided and who it is for.
- Explain the practical outcome. Describe the problem addressed or task completed, without claiming an unsupported result.
- Show how it works. Use a short sequence, requirements, or a concrete example.
- Define fit and limits. Include supported use cases, exclusions, prerequisites, regions, and important exceptions.
- Provide proof. Add approved documentation, named evidence, or transparent methodology where available.
- Give the next action. Make the call to action describe exactly what happens after the click.
Use headings that describe the section rather than headings that merely sound energetic. “Supported file formats” answers a question; “Built for your success” does not.
Write one idea per paragraph
Keep each paragraph focused on one question or decision. If a paragraph explains pricing, setup, security, and support at once, split it into sections or a table. Keep a qualification next to the claim it limits; do not hide an important exception in a distant note.
Make calls to action accurate
“Book a consultation” should open a booking flow, not a generic contact form. “View requirements” should lead to requirements. Avoid urgency, scarcity, or outcome promises unless they are true, current, and approved.
5. Match the organization’s real voice
Compare the edited draft with approved website pages, product terminology, support language, and brand principles. Remove repetitive sentence openings, inflated adjectives, and false personal language. A model may write “I understand your challenges” even when no individual author has that experience; replace it with a factual description of what the organization does.
Keep terminology consistent
- Choose one name for the product, plan, audience, and key action.
- Preserve official capitalization and spelling.
- Use the same meaning for terms such as “account,” “workspace,” “member,” or “customer.”
- Expand an abbreviation on first use when the audience may not know it.
Be honest about authorship
Use an accurate byline where readers expect one. Do not invent a person, credentials, work history, or first-hand experience. If automation substantially generated the piece and a reasonable reader would wonder how it was made, consider a concise process note that accurately describes the human review and the role of automation. Disclosure expectations can differ by organization, jurisdiction, and subject area, so obtain the appropriate policy or legal advice rather than implying that one rule applies everywhere.
6. Edit titles, metadata, structured data, and image text
The visible article is only part of what visitors and search systems receive. Google’s manual-review guidance explicitly includes page titles, meta descriptions, structured data, and image alternate text.
Page title
Write a concise title that identifies the subject and matches the page’s actual content. Do not add a keyword that the page does not answer, a date that is no longer current, or a claim of superiority that has no evidence.
Meta description
Summarize the page’s useful answer and any important qualification. A meta description is not a guarantee that a search engine will display that exact text, so avoid calls to action that imply guaranteed visibility or results.
Structured data
Check that structured data describes content visible on the page and uses current, approved values. Remove fields the page does not support. Copy-editing alone cannot establish that the markup meets every technical or eligibility requirement.
Image alternate text
Describe the image’s meaning in its page context. For an informative product screenshot, identify the relevant screen and task. For a decorative image, an empty alternate-text value may be appropriate. Do not stuff keywords or repeat a caption that already conveys the same information.
7. Review copy in the page’s actual structure
W3C defines web content broadly: it includes information and sensory experience, plus the code or markup that determines structure, presentation, and interactions. A prose-only review can miss a broken heading hierarchy, an ambiguous form label, a call to action separated from its explanation, or text that becomes unclear when a component changes.
- Open the draft in the intended page layout, not only in a document editor.
- Scan the headings in order and confirm that each describes the content beneath it.
- Check that links make sense without surrounding guesswork and that link text describes the destination.
- Read labels, helper text, error messages, buttons, and confirmation text as one flow.
- Confirm that required qualifications remain visible near the relevant claim.
- Review mobile and narrow-width layouts for clipped, hidden, or reordered text.
- Ask a qualified accessibility professional to perform a separate accessibility audit when conformance is required; this editorial pass is not a WCAG-conformance claim.
8. Apply SEO and generative-search guidance without hacks
Google says quality and usefulness matter regardless of how content was produced, and using AI does not provide a special search advantage. Its generative-AI search guidance maintains that ordinary SEO fundamentals remain relevant. There is no required special writing style, ideal page length, or need to split every page into tiny chunks for AI systems.
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- Do not promise that this editing workflow will raise rankings.
- Do not promise inclusion in an AI Overview or another generated search feature.
- Do not create pages at scale without adding information that helps visitors.
- Do not chase every possible query variation at the expense of a coherent page.
- Do not create special AI text files solely because someone claims they are required for Google.
- Remember that eligibility does not guarantee crawling, indexing, or display.
Google’s people-first guidance asks whether the purpose of a page is to help visitors who come directly to the site. Use that question to reject thin, repetitive pages even when a model can produce them cheaply.
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9. Run the final human editorial pass
After structural and SEO edits, read the complete page as a skeptical visitor. This is a separate pass, not a ceremonial approval.
| Pass | Questions | Action when it fails |
|---|---|---|
| Accuracy | Can every factual statement be supported and dated? | Verify, qualify, delete, or send to the owner for a decision. |
| Clarity | Can the intended visitor understand the offer without decoding jargon? | Define the term, add an example, or remove unnecessary wording. |
| Specificity | Does the page explain what this organization actually does? | Replace generic praise with an approved process, limitation, or proof point. |
| Voice | Does the language sound like the organization rather than a generic generator? | Use approved terminology and remove inflated or falsely personal phrasing. |
| Page experience | Do headings, links, labels, and calls to action work in context? | Review the rendered page and correct the surrounding component or copy. |
| Next step | Does the promised action match what the visitor will actually see? | Rename the action or repair the destination before publishing. |
Have a human who understands the subject review the final version. Google’s guidance calls for manual fact-checking and review for accuracy and trustworthiness before publication.
Common failure modes and repairs
The copy is fluent but factually wrong
Symptom: The page names a feature, integration, certification, or result nobody can confirm. Repair: Return to the claim audit, identify an authoritative source, and remove the statement if it cannot be verified.
Every paragraph sounds interchangeable
Symptom: The draft could describe any competitor or industry. Repair: Add the actual audience, workflow, deliverable, constraint, and evidence. If those details are unavailable, ask the organization for them instead of inventing them.
The page is optimized for a phrase rather than a person
Symptom: Headings repeat a keyword, paragraphs are split unnaturally, and the reader’s question remains unanswered. Repair: Rebuild the information order around the decision and use natural terminology.
A disclosure or byline implies a person did work they did not do
Symptom: The copy assigns first-hand testing, credentials, or opinions to a named author. Repair: Correct the byline and remove unsupported experience. Add an accurate process explanation when it would resolve a reasonable reader’s question.
Important context disappears in the layout
Symptom: A qualification is hidden below a button, a heading skips levels, or a label no longer matches its field. Repair: Review the rendered page, restore the content order, and involve an accessibility specialist when formal conformance is required.
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- The audience, page purpose, main question, and next action are written down.
- Every capability, price, date, timeline, credential, statistic, comparison, and promise has been verified or removed.
- Generic claims have been replaced with concrete, approved details.
- Headings describe real sections and the page answers the main question early.
- Calls to action accurately describe the destination and outcome of the click.
- The byline, credentials, personal experience, and any process note are truthful.
- The title, meta description, structured data, and image alternate text match visible content.
- The page has been read in its actual layout, including forms, links, labels, and responsive views.
- No claim is presented as a ranking, conversion, or AI-search guarantee.
- A human reviewer has completed a final accuracy, clarity, tone, and trustworthiness pass.
Further reading for the craft of web writing
For broader writing and content practice, Ann Handley’s Everybody Writes: Your New and Improved Go-To Guide to Creating Ridiculously Good Content, 2nd Edition, is a general writing field guide rather than an AI-specific editing manual. Wiley lists the hardcover at 432 pages, published in October 2022, with an updated step-by-step framework for online communication. Use it for writing process and brand-voice ideas, while keeping factual verification and page review specific to your organization.
Bottom line
Edit AI website copy as an accountable copywriter would: define the reader’s decision, verify every claim, replace generic language with real specifics, make the structure and next step clear, review metadata and page components, and obtain a final human sign-off. The result is not “AI copy that sounds human”; it is accurate content that a real organization can stand behind.
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