Generative Engine Optimization on MIMIQ 1.0 (test)
79.52CR ScoreAgentGEO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AgentGEOGeneration Strategy=In-context2026.03 | 79.52 | 20.29 | 21.08 | 20.28 | 94.23 | 93.2 | 82.4 | |
| Easy-to-UnderstandGeneration Strategy=In-context2026.03 | 71.11 | 19.73 | 19.84 | 19.75 | 82.17 | 86.68 | 30.26 | |
| AgentGEOGeneration Strategy=Attribute first then generate2026.03 | 70 | 34.18 | 31.57 | 30.92 | 97.44 | 92.77 | 82.66 | |
| AutoGEOGeneration Strategy=In-context2026.03 | 68.8 | 17.87 | 18.53 | 17.65 | 67.49 | 76.99 | 17.97 | |
| AutoGEOGeneration Strategy=Attribute first then generate2026.03 | 65.97 | 33.96 | 34.33 | 32.88 | 74.55 | 78.52 | 19.77 | |
| Keyword StuffingGeneration Strategy=Attribute first then generate2026.03 | 65.62 | 28.09 | 33.39 | 27.81 | 82.16 | 86.92 | 28.39 | |
| Easy-to-UnderstandGeneration Strategy=Attribute first then generate2026.03 | 65.34 | 28.44 | 33.62 | 27.98 | 81.99 | 86.93 | 30.41 | |
| AuthoritativeGeneration Strategy=Attribute first then generate2026.03 | 63.46 | 26.86 | 31.85 | 26.63 | 80.85 | 86.35 | 26.02 | |
| Keyword StuffingGeneration Strategy=In-context2026.03 | 62.44 | 17.83 | 17.74 | 17.82 | 82.85 | 88.95 | 30.04 | |
| Fluency OptimizationGeneration Strategy=Attribute first then generate2026.03 | 62.22 | 25.44 | 30.95 | 25.25 | 92.2 | 92.83 | 49.21 | |
| Fluency OptimizationGeneration Strategy=In-context2026.03 | 60.6 | 16.52 | 16.63 | 16.48 | 92.4 | 92.72 | 48.98 | |
| Cite SourcesGeneration Strategy=In-context2026.03 | 60.52 | 17.01 | 16.96 | 16.89 | 92.76 | 93.62 | 65.62 | |
| Statistics AdditionGeneration Strategy=In-context2026.03 | 60.52 | 17.41 | 17.29 | 17.26 | 95.52 | 94.19 | 69.31 | |
| VanillaGeneration Strategy=Attribute first then generate2026.03 | 60.2 | 23.69 | 28.72 | 23.57 | — | — | — | |
| Quotation AdditionGeneration Strategy=Attribute first then generate2026.03 | 59.99 | 23.66 | 28.88 | 23.48 | 96.57 | 94.29 | 74.78 | |
| Statistics AdditionGeneration Strategy=Attribute first then generate2026.03 | 59.46 | 24.15 | 29.39 | 23.93 | 95.51 | 93.75 | 69.38 | |
| Cite SourcesGeneration Strategy=Attribute first then generate2026.03 | 59.21 | 24.04 | 29.02 | 23.79 | 92.33 | 92.95 | 64.6 | |
| AuthoritativeGeneration Strategy=In-context2026.03 | 59.14 | 17.45 | 17.75 | 17.57 | 80.42 | 86.38 | 25.15 | |
| Quotation AdditionGeneration Strategy=In-context2026.03 | 59 | 16.28 | 16.16 | 16.19 | 96.78 | 93.92 | 74.85 | |
| Unique WordsGeneration Strategy=In-context2026.03 | 57.76 | 15.33 | 15.37 | 15.19 | 86 | 91.58 | 32.72 | |
| Unique WordsGeneration Strategy=Attribute first then generate2026.03 | 57.42 | 23.43 | 28.45 | 23.23 | 86.11 | 91.58 | 33.3 | |
| Technical TermsGeneration Strategy=Attribute first then generate2026.03 | 57.33 | 22.25 | 27.87 | 22.03 | 74.39 | 86.98 | 21.98 | |
| VanillaGeneration Strategy=In-context2026.03 | 56.58 | 16.28 | 16.28 | 16.39 | — | — | — | |
| Technical TermsGeneration Strategy=In-context2026.03 | 55.84 | 14.78 | 14.73 | 14.6 | 73.32 | 85.64 | 21.37 |