Generative Engine Optimization on GEO-Bench benchmark leaderboard · SOTA2 Research

Generative Engine Optimization on GEO-Bench

4.81WLVMAGEO

Evaluation Results

Method	Links
MAGEO2026.04		4.81	4.81	6.43	8.07	7.92	7.67	7.85	7.43
MAGEO2026.04		4.27	4.27	6.55	7.92	7.92	6.77	6.96	6.98
MAGEO (w/o Engine Preference)2026.04		2.33	2.33	6.22	7.95	7.55	7.46	7.69	7.32
MAGEO (w/o Engine Preference)2026.04		1.87	1.87	6.32	7.84	7.9	6.74	6.92	6.88
MAGEO (w/o Skill Bank)2026.04		1.79	1.78	6.13	7.76	7.39	7.17	7.47	7.01
Citing Source2026.04		1.65	1.65	5.42	7.92	7.35	6.05	6.07	7.14
MAGEO (w/o Skill Bank)2026.04		1.57	1.57	6.17	7.51	7.85	6.62	6.88	6.83
More Quotes2026.04		1.54	1.54	6.14	7.62	7.9	6.91	7.1	7.16
More Quotes2026.04		1.29	1.33	5.5	7.5	7.87	6.75	6.35	6.65
SEO Optimize2026.04		1.27	1.27	6.07	7.54	7.46	7.39	6.98	6.82
Simple Language2026.04		1.25	1.14	5.53	7.35	7.07	6.07	6.43	6.82
Authoritative2026.04		1.23	1.23	5.75	7.58	7.41	6.75	7.01	6.81
Stats Optimization2026.04		1.19	1.19	5.98	7.66	7.39	6.97	6.83	7.06
Technical Terms2026.04		1.16	1.37	5.46	7.69	7.83	6.83	6.46	6.29
Citing Source2026.04		1.14	1.04	5.89	7.29	7.47	7.63	7.56	6.7
Technical Terms2026.04		1.04	1.04	5.91	7.72	7.32	7.57	7.06	7.31
None2026.04		1	1	5.58	7.2	7.45	6.55	6.73	6.43
None2026.04		1	1	6.12	7.34	7.22	6.94	6.93	6.71
Stats Optimization2026.04		0.98	0.98	5.56	7.74	7.15	6.35	5.56	6.65
Unique Words2026.04		0.93	0.93	5.34	7.48	7.95	6.43	6.73	6.52
Simple Language2026.04		0.92	0.92	5.97	7.53	7.72	7.16	7.5	6.92
Fluent2026.04		0.88	0.88	5.62	7.11	7.3	6.7	6.54	6.32
SEO Optimize2026.04		0.84	0.84	5.27	7.47	7.44	6.64	6.46	6.43
Authoritative2026.04		0.82	0.82	5.57	7.62	7.73	6.64	6.87	6.53
Unique Words2026.04		0.8	0.78	5.8	7.64	7.7	6.96	6.83	7.16
Fluent2026.04		0.78	0.75	6.1	7.21	7.02	6.74	7.25	6.46