- Type
- Research paper
- Publication
- NeurIPS 2025 Datasets and Benchmarks
- Version used
- arXiv:2506.11097v3
- Source date
- 20 October 2025
- Recorded in Atlas
- 26 October 2026
- License
- Linked and paraphrased; rights remain with the source.
Version date. Fixed candidate documents, English-language tasks and dated model snapshots. Citation rank differs from the original GEO visibility measure. The SEO baseline changes document order directly; it does not test a real SEO campaign. Authors report 3/54 significant positive cases, while the main table displays ten methods across six domains; Atlas does not derive a success percentage from that count. No separate validity period has been established for the finding.
How Atlas uses this source
Does GEO actually work?
Version date. Fixed candidate documents, English-language tasks and dated model snapshots. Citation rank differs from the original GEO visibility measure. The SEO baseline changes document order directly; it does not test a real SEO campaign. Authors report 3/54 significant positive cases, while the main table displays ten methods across six domains; Atlas does not derive a success percentage from that count.
Open the source passage