Should AI-written product guides invent a specialist author profile?

Name the accountable publisher

A product guide needs a clear line of responsibility, not a fictional biography. Use the name of the real organization that commissioned, reviewed, or published it. If a real editor made a meaningful contribution, credit that person only with their permission and an accurate description of their role.

Do not invent a photographer, certification, laboratory or first-person test to make the page sound authoritative. Google’s people-first guidance explicitly warns against fabricated creator profiles. Use a real organization-level byline when that accurately describes responsibility. Google’s Article documentation supports Organization for an organizational author and Person for an actual person. An author box or schema field does not turn unsupported product claims into evidence.

Separate assistance from verification

Say what happened: for example, AI helped draft or organize the guide, and a named editorial organization reviewed it. Do not suggest that AI assistance itself verifies a fact. A human review should identify what was actually checked, not imply specialist credentials or hands-on testing that did not occur.

Build a source trail for factual statements. Prefer the relevant primary document, such as a manufacturer’s specification for a stated feature, and link close to the claim. A source supports only what it says: a product page is not proof of independent performance, fit, or durability testing. Mark examples as fictional and recommendations as editorial judgment where readers might otherwise confuse them with findings.

1. Underline claims about specifications, performance, fit, credentials, and testing.
2. For each claim, identify the original source and confirm it supports that exact wording.
3. Check author and reviewer names, roles, and permissions with the real people or organization.
4. Remove unsupported claims or label illustrative scenarios as fictional; then review the byline and disclosure together.

Use a stop condition before publication

Pause publication if a reader could reasonably infer that an invented specialist exists, that a named person tested the product, or that a source proves more than it does. Do not repair that impression with softer wording around a false biography. Remove the profile, correct the claim, or obtain real, relevant verification before proceeding.

Keep the disclosure proportionate and specific. State the actual editorial organization and the actual role of AI; avoid vague claims such as “expert verified” unless a real qualified reviewer performed and approved the stated review. Recheck links and attribution when the guide changes, especially if edits add new product claims.

Work through a fictional draft

Fictional exercise: a draft credits “Maya Chen, product photographer with ten years of experience,” and says she tested a camera bag. The team confirms no such contributor or test exists. The draft also says the bag is waterproof, citing only a retailer listing that repeats a manufacturer description.

Remove the invented profile and testing statement. Credit the actual publishing organization, disclose that AI assisted drafting if that is what occurred, and link the waterproof claim to the manufacturer’s relevant documentation. If that documentation does not establish the claim precisely, narrow or remove it. The guide passes only when its byline, disclosure, and evidence describe the real work.

Author and evidence review