The Four-Pillar AI Content QA Rubric
The checklist an editor completes before publishing AI-assisted work, with each item scored rather than assumed.
Analogy Mental model
Four inspection stations at the end of the production line: brakes, engine, paint, and the certificate.
In practice What you actually do
Four checks. Facts: every number, price, year, and external link verified by a person. Gain: at least one original table, measurement, screenshot, or case that the top three results do not have. Readability: banned phrases removed, the point in the first paragraph, no wall of text on a phone. And readiness: answer capsules under headings, no orphan pronouns, the right call to action and markup in place.
Where people get burned Pitfalls
Fifteen minutes of human review is the difference between a page that supports the domain and one that quietly erodes it. Skipping it transfers the cost to the whole site.
This entry was written in English from the Chinese original, not machine-translated. Read the Chinese version →