Reviewed September 2026

AI Content Quality Checklist: 25 Checks Before Publish

Use this checklist as a final human gate before an AI-assisted article goes live. A fast workflow is valuable only when it catches errors before readers do.

Intent and usefulness

Does the opening answer the actual query?
Is the audience clear?
Does every major section serve the reader outcome?
Did you remove sections added only to imitate competitors?
Does the page add analysis, examples, synthesis or evidence beyond commodity summary?

Evidence

Are changing facts checked against current sources?
Are dates and prices timestamped where useful?
Are statistics traceable?
Are quotations accurate and necessary?
Are uncertain claims written with appropriate uncertainty?

Editorial quality

Are repetitive introductions removed?
Are vague adjectives replaced with specifics?
Does each heading accurately describe its section?
Are examples realistic rather than invented as firsthand experience?
Are recommendations tied to explicit criteria?

Search and structure

Is the title descriptive without stuffing variants?
Is the meta description accurate?
Is there one canonical URL?
Do internal links help users continue naturally?
Are important pages reachable without orphaning?

Publishing

Do images have useful alt text?
Does the page work on mobile?
Are affiliate relationships disclosed?
Do CTAs point to the intended destination?
Would you still be comfortable publishing this page if it received no search traffic?

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