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Earn pages worth ranking, in the AI-search era

On-page, technical, content, links. SEO in the AI-search era, from operators who run real sites.

18 cards · 8 operators · 5 tier-A claims · 1 synthesis pattern.

Strongest claims

  1. Point-in-time AEO citation counts are noise: 74 percent of cited sources rotate weekly Aleyda Solis
  2. AI search visibility is an off-site corroboration problem with an on-site quality floor, not the inverse Aleyda Solis
  3. Keyword position reporting is measuring a construct that is dissolving as Google personalizes results per user Eli Schwartz
  4. A Google penalty removes a page from every AI surface at once, not just Google search Lily Ray
  5. AI search runs a five-gatekeeper pipeline and the Critic is where most content dies, invisibly Mike King

Adjacent domains

Synthesis patterns in seo

18 insights in seo