LLMSEO Attack on LLMSEO Summarizing phase
19.35Blank Attack RatePerplexica
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PerplexicaExposed Phase=Summarizing2026.03 | 19.35 | 0 | 0 | 6.45 | 3.23 | 6.45 | 51.61 | 12.9 | 0 | |
| KhojExposed Phase=Summarizing2026.03 | 15.29 | 1.18 | 16.47 | 4.71 | 2.35 | 30.59 | 22.35 | 1.18 | 5.88 | |
| StormExposed Phase=Summarizing2026.03 | 14.03 | 0.45 | 16.29 | 10.86 | 11.31 | 19.91 | 8.14 | 5.88 | 13.12 | |
| KomoExposed Phase=Summarizing2026.03 | 2.44 | 0 | 26.83 | 2.44 | 4.88 | 0 | 41.46 | 14.63 | 7.32 | |
| PerplexityExposed Phase=Summarizing2026.03 | 0 | 0 | 25 | 12.5 | 12.5 | 0 | 37.5 | 12.5 | 0 | |
| Open-WebUIExposed Phase=Summarizing2026.03 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| GPT-ResearcherExposed Phase=Summarizing2026.03 | 0 | 0 | 24.32 | 2.7 | 8.11 | 0 | 59.46 | 0 | 5.41 |