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Notes on the AI-influenced web
Citations, agents, attribution, and analytics that respect people. Written by Anna.
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How AI Citation Works
An AI citation is your content shaping an AI answer, with or without a link. How AI systems decide what to cite, and how to measure it.
Which AI search engine sends the most qualified traffic?
AI referrals are still small, but those visitors arrive with unusual intent. A look at which AI search engines send the most qualified traffic, and why.
The AI Citation Loop: from being mentioned to being measured
AI assistants recommend brands millions of times a day, and almost nobody can say what those recommendations are worth. Here is the loop that changes that.
The AI traffic hiding in your Direct channel
A meaningful share of AI-referred visits arrives with no referrer at all, so analytics tools file them under Direct. Why that happens, and what helps.