cs.IR · 2026-06-23 · No. 32
Information Retrieval, 2026-06-23.
1 new papers in cs.IR. Titles, authors,
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01 — The papers
1 entries-
01
Who Owns the AI Recommendation? A Multi-Industry Empirical Map of Brand Category Ownership Across Large Language Models
Dmitrij Żatuchin
cs.IR · cs.CL · cs.CY · cs.LG
Large language models now mediate how buyers discover products and services, making the competitive structure of AI-generated recommendations a strategic concern for brands. A basic question has lacked large-scale empirical answers: in a given category, which brand does a model recommend, and how concentrated is that ownership? Across 3,750 responses spanning 50 brands, five industries, and 250 brand-free category queries on three models...
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