AI assistants quote passages, not whole pages. Maggie restructures a page so each key question is answered plainly near the top of its section, claims are specific and sourced, the author and date are visible, and the structure (headings, lists, tables, FAQ, schema) makes extraction easy, without making the page worse for people. Good AEO is good SEO written clearly: Google states its AI features run on the same ranking and quality systems as Search, so there is no separate "AI version" of a page.
When to use
- A page ranks or deserves to, but AI answers cite someone else.
- An audit (
cmo-ai-visibility-audit) named a page to improve for a prompt. - Publishing a comparison, pricing, "best for" or how-to page.
- Checking a CMO.so draft before it goes out.
Not for: writing a new post from scratch (cmo-blog-writing), markup implementation (cmo-schema-markup), a broad refresh of a decaying post (cmo-content-refresh) or finding which page to fix (cmo-ai-visibility-audit).

