AI SEO vs Traditional SEO: What Actually Changed

Search did not get replaced. It got a second surface.

What stayed the same

Crawlability, clean information architecture, and genuine topical depth still decide who ranks.

What changed

Answer engines reward retrieval-ready structure: explicit entities, tight question-and-answer blocks, and schema that machines can lift verbatim.