Generative Engine Optimization on MSME-GEO-Bench
5.3WLVMAGEO
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MAGEOModel=Gemini-3 Pro2026.04 | 5.3 | 5.3 | 7.44 | 8.17 | 8.03 | 7.93 | 7.54 | 7.11 | |
| MAGEOModel=GPT 5.22026.04 | 4.52 | 4.52 | 6.93 | 7.82 | 7.96 | 8.17 | 7.85 | 7.54 | |
| MAGEO (w/o Engine Preference)Model=Gemini-3 Pro2026.04 | 2.4 | 2.41 | 7.12 | 7.61 | 7.86 | 7.73 | 7.43 | 6.99 | |
| MAGEO (w/o Engine Preference)Model=GPT 5.22026.04 | 2.08 | 2.1 | 6.64 | 7.76 | 7.93 | 7.96 | 7.47 | 7.04 | |
| MAGEO (w/o Skill Bank)Model=Gemini-3 Pro2026.04 | 1.73 | 1.77 | 6.74 | 7.42 | 7.72 | 7.59 | 6.83 | 6.64 | |
| MAGEO (w/o Skill Bank)Model=GPT 5.22026.04 | 1.41 | 1.57 | 6.52 | 7.44 | 7.72 | 7.62 | 7.15 | 6.92 | |
| More QuotesModel=GPT 5.22026.04 | 1.33 | 1.37 | 5.64 | 7.53 | 7.63 | 7.63 | 7.05 | 6.52 | |
| AuthoritativeModel=GPT 5.22026.04 | 1.29 | 1.29 | 5.43 | 7.52 | 7.24 | 7.43 | 6.97 | 6.65 | |
| Technical TermsModel=Gemini-3 Pro2026.04 | 1.29 | 1.29 | 6.73 | 7.57 | 7.24 | 6.71 | 6.54 | 6.82 | |
| Stats OptimizationModel=Gemini-3 Pro2026.04 | 1.25 | 1.25 | 6.84 | 7.43 | 7.32 | 7.24 | 6.73 | 6.59 | |
| Citing SourceModel=Gemini-3 Pro2026.04 | 1.22 | 0.99 | 6.71 | 7.41 | 7.65 | 7.15 | 7.46 | 6.83 | |
| Simple LanguageModel=GPT 5.22026.04 | 1.14 | 1.23 | 5.62 | 7.55 | 8.12 | 7.85 | 6.83 | 6.35 | |
| SEO OptimizeModel=Gemini-3 Pro2026.04 | 1.13 | 1.16 | 6.27 | 7.53 | 7.95 | 6.95 | 6.87 | 6.64 | |
| Citing SourceModel=GPT 5.22026.04 | 1.08 | 1.1 | 5.75 | 7.41 | 7.25 | 7.38 | 7.07 | 6.95 | |
| More QuotesModel=Gemini-3 Pro2026.04 | 1.03 | 1.12 | 6.61 | 7.11 | 7.33 | 7.54 | 7.45 | 6.38 | |
| NoneModel=GPT 5.22026.04 | 1 | 1.33 | 5.82 | 7.37 | 7.21 | 7.05 | 7.12 | 6.61 | |
| NoneModel=Gemini-3 Pro2026.04 | 1 | 1 | 6.44 | 7.33 | 7.82 | 7.55 | 6.77 | 6.56 | |
| AuthoritativeModel=Gemini-3 Pro2026.04 | 0.98 | 1.07 | 6.93 | 7.53 | 7.87 | 6.64 | 6.87 | 6.95 | |
| FluentModel=Gemini-3 Pro2026.04 | 0.92 | 0.93 | 6.5 | 7.55 | 7.63 | 6.7 | 6.54 | 6.95 | |
| Stats OptimizationModel=GPT 5.22026.04 | 0.92 | 0.94 | 5.66 | 7.53 | 7.05 | 6.96 | 6.96 | 6.77 | |
| Technical TermsModel=GPT 5.22026.04 | 0.88 | 0.88 | 5.35 | 7.47 | 7.14 | 7.25 | 7.15 | 6.64 | |
| Unique WordsModel=Gemini-3 Pro2026.04 | 0.87 | 1.17 | 6.44 | 7.47 | 7.25 | 6.44 | 6.77 | 6.52 | |
| SEO OptimizeModel=GPT 5.22026.04 | 0.87 | 0.87 | 5.61 | 7.27 | 7.39 | 6.97 | 6.89 | 6.48 | |
| Unique WordsModel=GPT 5.22026.04 | 0.81 | 0.84 | 5.84 | 7.45 | 7.15 | 6.95 | 6.75 | 6.58 | |
| Simple LanguageModel=Gemini-3 Pro2026.04 | 0.81 | 0.84 | 6.64 | 7.65 | 7.15 | 7.46 | 6.83 | 7.14 | |
| FluentModel=GPT 5.22026.04 | 0.78 | 0.78 | 5.78 | 7.57 | 7.65 | 7.54 | 6.95 | 6.52 |