WP AI STACK / GUIDE

Where AI helps SEO—and where rules are better

Use deterministic checks to find facts and AI to shape language.

Rules discover

Character counts, missing values, duplicated metadata, canonicals, headings, and sitemap status are facts. They do not need a language model.

AI drafts

AI is useful for turning the page's real subject into concise title and description options. Give it limited source text and a specific field to produce, not control of the whole page.

People approve

Preview every generated field, apply only the chosen version, rescan, and keep the previous value available for restore. Automation should shorten review—not remove it.