Marketing Against The Grain

We Found Where AI Gets Its Answers (It’s Not Your Website)

118 snips
Apr 14, 2026
Beeri Amiel, product leader and XFunnel founder who builds AEO tools; Aja Frost, HubSpot director who steers Answer Engine Optimization strategy. They unpack where AI actually finds answers, why blogs and listicles dominate AI citations, and how to measure influence via bot logs and citations. They also explore niche content opportunities, platform signals from YouTube/Reddit/LinkedIn, and why citations are fleeting and need constant refresh.
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INSIGHT

Blogs Drive Most AI Citations

  • Blogs and listicles supply the majority of AI citations rather than product pages or backlinks.
  • Aja Frost found 62% of AI citations come from blog posts and listicles, making the blog an influence channel for LLMs.
INSIGHT

Bot Logs Reveal Outsize Blog Influence

  • Bot log visits show LLMs disproportionately read blogs even if blogs are a smaller share of human traffic.
  • Aja Frost: 20% of bot visits to HubSpot go to the blog, yet blogs produce outsized citation influence.
INSIGHT

Google Rank Doesn't Guarantee LLM Citations

  • Ranking on Google weakly predicts LLM citations and relationships vary by engine.
  • Aja Frost: Google's AI mirrors its search ranking but ChatGPT shows almost inverse correlation with Google rank for citations.
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