Research

AI Search Visibility Research

Research brand entity building in the age of AI search.

2026-09-03T13:43:40.434001

AI's Extractive Reading: Why Many Websites Are Found in Searches but Not Cited by AI

This paper examines how AI discovers, understands, selects, and cites web information in generative search environments, proposing an analytical framework of “answer extractability” and “citation readiness” to explain why a page being indexed by a search engine does not mean it will become part of an AI answer.

AI Search Visibility Research
08/27/2026

Research on AI Search Citation Mechanisms: Visibility Rules from Retrieval to Generation

This paper, based on two large-scale citation data studies, analyzes how AI search systems discover, understand, select, and cite information, and explores the mechanisms by which brand and organizational visibility is formed in the era of generative search.

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