Run a Final Evidence Review on an AI-Assisted Article

The final review should inspect the article readers will actually receive. An earlier checked draft does not cover facts or examples added during later polishing. Use a short evidence review before publication.

Try a bounded example

Start with the title and reader promise. Confirm that the article delivers the promised practical help. Underline factual claims, experience claims and numbers, then connect each to inspected evidence or a clearly labelled illustration.

Open the sources supporting important statements and check their scope. Remove a claim when the evidence does not establish it. Search for placeholders, invented quotations and references that were suggested but never verified.

Check before accepting

Work through the example and final checklist. Make sure the instructions agree with one another and do not skip a prerequisite. Inspect the actual page for broken links, unreadable text and formatting damaged during transfer.

Record the review date and any material limitations in your working notes. After publication, verify the real page and keep a correction route available. An evidence review improves editorial control; it is not a guarantee of search visibility, monetisation approval or future accuracy when products and facts change.