SEO After AI

Search, answers, and what actually changed

What we’re reading

Links worth your time, filed as we read them. Other people’s work, with a line on why it matters. Not indexed, not ranked, no commentary we cannot back.

Primary sources

Industry press

Tool blogs with data

  • Ahrefs BlogOriginal studies on a large index, method usually disclosed.
  • Semrush BlogWide coverage; research arm publishes AI-visibility datasets.
  • Moz BlogLong-running; the annual local search survey has no equivalent.
  • SISTRIXVisibility index data, strongest on European markets.
  • SE RankingRegular SERP-feature studies on large query samples.
  • Screaming FrogCrawling and log analysis from the people who wrote the spider.
  • MajesticLink graph data, rarely covered elsewhere.
  • Similarweb BlogTraffic panels: where clicks actually went, including to AI assistants.
  • ConductorEnterprise-side research and frameworks.
  • BrightEdgePublishes AI Overviews presence data, vendor-framed.
  • BotifyCrawl and indexation at enterprise scale, agent traffic.

Technical and research

  • LumarRunning research series on how content gets chunked and cited.
  • OnelyRendering, indexation, and how AI agents fetch pages.
  • SearchPilotThe only public source running controlled SEO split tests.
  • iPullRankRetrieval mechanics and entity work, engineering-led.
  • Seer InteractivePublishes its own citation and log data, including unflattering results.
  • Schema AppStructured data and entity graphs, vendor with real data.
  • WordLiftSemantic markup and knowledge graphs for AI retrieval.

Practitioners