RESEARCH & PERSPECTIVES / AI & BRAND
How should AI-generated content on a corporate website be reviewed?
Establish fact-checking, source records, rights checks, and accountability for publication to ensure that generated drafts undergo review by the relevant business teams.
Classify content by risk first
AI can help draft summaries or refine wording, but generated text may mix information from different versions of source materials, invent facts, or cite incorrect sources. Companies should first determine which content may be created with AI assistance and which must be written and approved directly by product, legal, or business personnel.
Prepare authoritative source materials and define prompt boundaries
Give the tool an approved set of source materials and a clearly defined task, such as compiling FAQs based on a specific version of a product manual. Do not enter client data, trade secrets, or personal information without authorization. Before using external tools, verify the company's actual data processing arrangements.
Verify facts and citations individually
During review, trace every important statement back to its original source, including model numbers, prices, service areas, qualifications, client case studies, statistics, and performance commitments. Links must point to sources that actually support the claim. Statements that cannot be confirmed should be removed or referred to the responsible person for verification.
Check rights and privacy
Check whether the generated text copies third-party wording, uses unauthorized images, or contains identifiable client information. Factual accuracy does not automatically mean that materials may be used. Confirm the rights and permitted scope of use for quotations, images, fonts, and trademarks separately.
Document reviews and accountability for publication
Link AI drafts, review edits, approved versions, and published pages, and record how the tool was used, who reviewed the content, the date, and the versions of source materials. After publication, assign a content owner and a review schedule, and update relevant articles when products change.
Create a review checklist for each page: the content owner first checks whether it addresses readers' questions, business personnel verify the facts, the person responsible for rights checks the materials, an editor checks wording and links, and an authorized publisher gives final approval. Arrange the appropriate review for each type of content according to its risk.
When spot-checking web pages, assess more than whether the writing sounds natural. Verify key figures, entity names, and sources as well. Any source titles, URLs, or research findings generated by AI must be checked against the original materials. Do not simply trust automated citations.
Qingmei Future can assist with website content and review process design. The company is responsible for information security, rights review, business facts, and final publication.
Provide reviewers with an actionable checklist: Are the original source materials valid? Are key statements supported by sources? Have limitations been retained? Do external links support the text? Are the materials authorized for use? Content involving significant business commitments must be approved by someone with the authority to confirm them.
AI may help prepare an initial draft, but it should not independently decide publication timing, whether a client case qualifies for use, or legal conclusions. After content changes, retain the previous and revised versions along with approval records. Set review intervals according to how quickly the information changes. Prices and product versions should be checked more frequently than the company's history.
Set review standards for external links: the destination page should directly support the corresponding sentence, be accessible, and clearly identify the publishing organization and date. If a source is updated, confirm whether the new version still supports the original wording. Do not cite a source solely because the publishing organization is well known.
After publishing a page, check each citation link and its anchor text on mobile to ensure readers know what the link will open. If a link is broken, find an official archive of the original report or remove or revise the statement, and document the basis for that decision in the review record.
Review records should also distinguish among three types of issues: missing source material, conflicting source material, and statements that go beyond the evidence. Assign these to content staff, business personnel, or management as appropriate. After resolving an issue, spot-check how the same fact is presented on other pages.
The review checklist should allow items to be marked as requiring business confirmation and must prevent publishers from treating that status as approval. After the page goes live, check the links and any differences from the final approved version again to ensure that subsequent edits have not changed its core meaning.
Instruct the tool to retain citation links and source material versions so reviewers can quickly verify the basis of the generated content.
Review comments should identify the relevant paragraph and source so authors can revise based on facts rather than guess the reviewer's intent.
Before publication, someone other than the drafter should open the source links and verify their actual content.
Do not schedule automatic publication while review issues remain unresolved.
Discussion Background and Scope
CES · AI or Human? Trust, Transparency, and Co-Creation in the Age of Intelligent Content · 2026-01-07. Official page date: 2026-01-07. The source discusses authenticity, transparency and accountability in intelligent content. It is background reading, not evidence for each practical recommendation in this article. The recommendations are Qingmei Future’s independent analysis.
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