Generative Engine Optimization on GEO Evaluation Set (per document)
14.17MeanIF-GEO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IF-GEOEvaluator Model=Gemini-2.0-Flash2026.01 | 14.17 | 0.0386 | -0.0435 | 84.07 | 0.54 | |
| Auto-GEOEvaluator Model=Gemini-2.0-Flash2026.01 | 12.99 | 0.0416 | -0.0578 | 78.91 | 0.83 | |
| Quot. Addi.Evaluator Model=Gemini-2.0-Flash2026.01 | 3.1 | 0.0321 | -0.1284 | 72.58 | 0.99 | |
| RAIDEvaluator Model=Gemini-2.0-Flash2026.01 | 2.8 | 0.024 | -0.1248 | 71.43 | 0.99 | |
| Cite SourcesEvaluator Model=Gemini-2.0-Flash2026.01 | 2.54 | 0.0246 | -0.1156 | 74.21 | 0.89 | |
| Tran. SEOEvaluator Model=Gemini-2.0-Flash2026.01 | 1.93 | 0.0252 | -0.1313 | 70.28 | 0.89 | |
| Term. Addi.Evaluator Model=Gemini-2.0-Flash2026.01 | 1.31 | 0.0231 | -0.1354 | 69.33 | 1.02 | |
| Stat. Addi.Evaluator Model=Gemini-2.0-Flash2026.01 | 0.25 | 0.019 | -0.1345 | 71.57 | 1.08 | |
| Auth. Expr.Evaluator Model=Gemini-2.0-Flash2026.01 | -0.02 | 0.0241 | -0.1474 | 65.08 | 1.37 | |
| Simp. Expr.Evaluator Model=Gemini-2.0-Flash2026.01 | -0.88 | 0.0196 | -0.1496 | 65.24 | 1.27 | |
| Flue. Expr.Evaluator Model=Gemini-2.0-Flash2026.01 | -1.93 | 0.0267 | -0.1834 | 62.56 | 1.76 | |
| Uniq. WordEvaluator Model=Gemini-2.0-Flash2026.01 | -5.99 | 0.029 | -0.2187 | 56.12 | 2.79 |