How can readers check the evidence behind my AI-written product guide?

Audit one factual statement at a time

A fictional seller drafts “this generated image is accepted by every marketplace.” The attached link leads to a generic design-tool homepage. That source does not establish the claim. Replace the statement with a specific supported publishing requirement, a link to the relevant current platform page and a clear scope. Remove assertions that remain unsupported.

An AI research assistant can suggest sources, but it can also attach an irrelevant reference. Open the actual page and verify the relationship yourself. A confident answer or familiar domain is not enough.

1. Copy the exact material claim, including its product, region and version scope.
2. Open the specific cited page and find the passage that supports that claim.
3. Compare the source’s conditions and exceptions with the proposed wording.
4. Record supported, contradicted, narrower than claim, or not verified.
5. Rewrite or remove an unsupported statement and recheck its table, FAQ and download.

These are editorial steps, not results from an automated fact checker. If a source is inaccessible, a search snippet or AI paraphrase does not become a verified quotation. Find another adequate primary basis, narrow the statement, or hold it for verification.

Label evidence roles

Use the role appropriate to each statement. Do not turn a vendor’s quality claim into your own tested result or describe self-published promotion as independent editorial endorsement.

This table contains hypothetical audit decisions. Keep a source record with the exact URL, relevant section, checked date and any access limitation; no formal citation style can compensate for an irrelevant source.

Give original work a clear identity

If your guide adds a worked example, describe it as your exercise and explain its purpose. Use your own prose and diagrams rather than copying the competitor’s article structure sentence by sentence. The original value can be a useful decision ledger or a narrowly tested failure case; it does not require invented statistics.

For the marketplace statement, a small preflight table is more useful than a sweeping acceptance promise. Keep exceptions and unresolved checks adjacent to the recommendation.

Review before and after publishing

Check source destinations, public access, dates and the final visible text. Keep a correction record when a source changes or an error is found. Readers should be able to inspect the relevant primary evidence without signing into your private workflow. This improves verifiability; it does not establish that search engines or assistants will cite the article.

Assign a correction owner and record the affected claim and versions. Use the date-change ledger when a factual correction is published, and check any parallel downloadable version. A self-published explanation remains self-published even when it links authoritative sources.