Generative Engine Optimization on GEO-Bench in-domain
25.42Word ScoreAgenticGEO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AgenticGEOGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 25.42 | 25.85 | 25.48 | |
| AgenticGEOGenerative Engine=Llama3.3-70B-Instruct2026.03 | 24.38 | 24.59 | 24.52 | |
| Quotation Addition-SFTGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 24.1 | 24.28 | 23.92 | |
| Quotation AdditionGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 23.96 | 24.18 | 23.76 | |
| AutoGEOGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 23.51 | 23.7 | 23.71 | |
| Statistics Addition-SFTGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 23.05 | 23.47 | 23.02 | |
| Cite Sources-SFTGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 23.02 | 23.3 | 22.91 | |
| AutoGEOGenerative Engine=Llama3.3-70B-Instruct2026.03 | 22.77 | 22.65 | 22.78 | |
| Cite SourcesGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 22.64 | 22.91 | 22.53 | |
| Statistics AdditionGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 22.34 | 22.86 | 22.3 | |
| Quotation Addition-SFTGenerative Engine=Llama3.3-70B-Instruct2026.03 | 22.31 | 22.45 | 22.2 | |
| Cite Sources-SFTGenerative Engine=Llama3.3-70B-Instruct2026.03 | 22.26 | 22.43 | 22.21 | |
| Cite SourcesGenerative Engine=Llama3.3-70B-Instruct2026.03 | 21.95 | 22.11 | 21.98 | |
| Statistics Addition-SFTGenerative Engine=Llama3.3-70B-Instruct2026.03 | 21.79 | 21.9 | 21.75 | |
| Quotation AdditionGenerative Engine=Llama3.3-70B-Instruct2026.03 | 21.74 | 21.77 | 21.57 | |
| Technical WordsGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 21.22 | 20.97 | 21.23 | |
| Statistics AdditionGenerative Engine=Llama3.3-70B-Instruct2026.03 | 21.07 | 21.23 | 21.05 | |
| Keyword StuffingGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 20.73 | 20.86 | 20.69 | |
| Fluency OptimizationGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 20.66 | 20.85 | 20.73 | |
| AuthoritativeGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 20.41 | 20.93 | 20.6 | |
| Easy-To-UnderstandGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 20.1 | 20.19 | 20.05 | |
| No optimizationGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 20.05 | 20.26 | 20.21 | |
| Keyword StuffingGenerative Engine=Llama3.3-70B-Instruct2026.03 | 19.99 | 20.16 | 20.02 | |
| Technical WordsGenerative Engine=Llama3.3-70B-Instruct2026.03 | 19.55 | 19.59 | 19.5 | |
| AuthoritativeGenerative Engine=Llama3.3-70B-Instruct2026.03 | 19.41 | 19.48 | 19.47 | |
| Fluency OptimizationGenerative Engine=Llama3.3-70B-Instruct2026.03 | 19.31 | 19.58 | 19.47 | |
| No optimizationGenerative Engine=Llama3.3-70B-Instruct2026.03 | 19.19 | 19.33 | 19.2 | |
| Easy-To-UnderstandGenerative Engine=Llama3.3-70B-Instruct2026.03 | 18.72 | 18.93 | 18.85 | |
| Unique WordsGenerative Engine=Qwen2.5-32B-Instruct2026.03 | 17.59 | 17.94 | 17.78 | |
| Unique WordsGenerative Engine=Llama3.3-70B-Instruct2026.03 | 16.78 | 16.66 | 16.56 |