Search ranks pages. Answer engines quote passages. The technical foundations overlap, but the content shape does not.
Lead with the answer, then explain. Retrieval systems lift the passage that resolves the question, not the paragraph building up to it.
Your own marketing copy is discounted. Independent coverage that repeats the same facts is what raises a model’s confidence.
FAQPage, Organization and Product schema remove ambiguity, so parsers do not have to guess what your page means.
We run your real customer questions through the major assistants and report exactly who gets cited.