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Source record · 2026

SAGEO Arena: A Realistic Environment for Evaluating Search-Augmented Generative Engine Optimization

Sunghwan Kim, Wooseok Jeong, Serin Kim, Sangam Lee and Dongha Lee

Type
Research paper
Publication
KDD 2026
Version used
arXiv:2602.12187v2
Source date
7 August 2026
Recorded in Atlas
26 October 2026
License
Linked and paraphrased; rights remain with the source.
DOI
10.1145/3770855.3818146

Version date. A constructed search pipeline over 171,003 documents and 2,700 queries, not a commercial search service. Targets are selected from the initial top ten after reranking, fixing that baseline at 100%. Chart uses rounded absolute rates, not the paper’s relative-change labels. No uncertainty interval is supplied for these table entries. No separate validity period has been established for the finding.


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Does GEO actually work?

Sections 3.1, 3.4, 5.3; Table 3; Appendix D

Version date. A constructed search pipeline over 171,003 documents and 2,700 queries, not a commercial search service. Targets are selected from the initial top ten after reranking, fixing that baseline at 100%. Chart uses rounded absolute rates, not the paper’s relative-change labels. No uncertainty interval is supplied for these table entries.

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