Hybrid Insights:
Navigating the AI-SEO Era
EST. 2024 / SEO INTELLIGENCE
What AI Search Engines Actually Check on Your Page in 2026 (Signal by Signal)
We reverse-engineered the actual signals AI search engines weigh — here's what ChatGPT, Perplexity, and Google AI Overviews check on your page.
HybridRanking Team
AI SEO Intelligence
llms.txt One Year Later: Who's Actually Reading It in 2026
Twenty months after Jeremy Howard proposed llms.txt, the Q2 2026 evidence is in: 0.1% of AI crawler traffic touches the file, a 300,000-domain study finds no citation lift, and Google said no on the record. Our audit stopped treating it as a ranking signal in March. Here is what changed and what we still surface — and why.
Every AI Crawler You're Accidentally Blocking in Q3 2026
Between February and April 2026, four major AI vendors quietly added new crawler user-agents. Most robots.txt files were written before any of them existed. Here is the current map — who launched what, what they do, and which ones you almost certainly forgot to allow.
FAQ Sections AI Search Actually Cites (and the Ones It Ignores)
Marketers claim FAQ schema lifts AI citations 30%. Ahrefs analyzed 1,885 pages — schema barely moved the needle. Here's what actually works.
How to Recover Your SEO Traffic from AI Overviews
The search landscape is undergoing its most radical transformation since the introduction of mobile-first indexing.
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