LLM Brand Visibility Report

Brands Tracked

100

Generic Prompts

LLM Models

2.6%

Overall Mention Rate

144,000

Total Evaluations

Model Performance

Mention rate and top-3 inclusion rate per LLM provider.

CLAUDE

2.2%

Top-3: 0.9%

GEMINI

4.7%

Top-3: 0.5%

GPT

1.0%

Top-3: 0.4%

#	Brand	Mention Rate	Top-3 Rate	Avg Rank	Avg Visibility	Mentions
#1	ESN	28.3%	9.1%	7.0	1.3	849
#2	AG1	26.0%	3.4%	14.2	0.8	781
#3	Sunday Natural	13.6%	2.2%	8.6	0.4	408
#4	Foodspring	13.1%	3.2%	7.7	0.5	394
#5	Ritual	4.6%	0.4%	11.8	0.1	139
#6	Morenutrition	4.5%	1.7%	8.2	0.2	136
#7	Form Nutrition	4.2%	1.7%	10.3	0.1	125
#8	Havsund	3.5%	0.2%	13.0	0.1	104
#9	Vetain	2.7%	0.3%	15.0	0.1	82
#10	Naturtreu	2.2%	0.4%	11.4	0.1	66
#11	YFood	2.1%	4.7%	6.5	0.1	64
#12	Natural Mojo	2.1%	0.0%	15.8	0.0	62
#13	Itsblume	2.0%	0.0%	14.0	0.0	60
#14	Rocka Nutrition	1.9%	0.3%	9.5	0.0	58
#15	Mybacs	1.9%	0.0%	15.5	0.0	56
#16	Fenou	1.8%	0.1%	11.4	0.0	54
#17	Innonature	1.5%	0.0%	13.0	0.0	45
#18	Primalharvest	1.3%	0.3%	8.5	0.0	40
#19	Glow25	1.2%	0.3%	10.1	0.0	36
#20	Neosupps	1.2%	0.1%	10.7	0.0	36

Mention rate per model. High spread = model-dependent visibility (GEO optimization target).

#	Brand	CLAUDE	GEMINI	GPT	Min	Max	Spread
#1	AG1	11.2%	62.0%	4.9%	4.9%	62.0%	57.1%
#2	Sunday Natural	16.6%	21.7%	2.5%	2.5%	21.7%	19.2%
#3	Foodspring	20.5%	14.6%	4.3%	4.3%	20.5%	16.2%
#4	ESN	28.0%	36.1%	20.8%	20.8%	36.1%	15.3%
#5	Form Nutrition	1.5%	9.9%	1.1%	1.1%	9.9%	8.8%
#6	Morenutrition	7.0%	6.6%	0.0%	0.0%	7.0%	7.0%
#7	Natural Mojo	0.0%	6.2%	0.0%	0.0%	6.2%	6.2%
#8	Itsblume	0.0%	6.0%	0.0%	0.0%	6.0%	6.0%
#9	Vetain	1.7%	6.2%	0.3%	0.3%	6.2%	5.9%
#10	Havsund	1.5%	7.1%	1.8%	1.5%	7.1%	5.6%
#11	Naturtreu	1.9%	4.7%	0.0%	0.0%	4.7%	4.7%
#12	Mybacs	0.2%	4.6%	0.8%	0.2%	4.6%	4.4%
#13	Ritual	3.2%	7.5%	3.2%	3.2%	7.5%	4.3%
#14	Rocka Nutrition	1.9%	3.9%	0.0%	0.0%	3.9%	3.9%
#15	Innonature	1.5%	3.0%	0.0%	0.0%	3.0%	3.0%
#16	Glow25	0.0%	2.6%	1.0%	0.0%	2.6%	2.6%
#17	Fenou	0.5%	2.7%	2.2%	0.5%	2.7%	2.2%
#18	Primalharvest	1.4%	2.3%	0.3%	0.3%	2.3%	2.0%
#19	Neosupps	1.6%	2.0%	0.0%	0.0%	2.0%	2.0%
#20	YFood	1.2%	2.7%	2.5%	1.2%	2.7%	1.5%
#21	Lemme	1.3%	0.9%	0.0%	0.0%	1.3%	1.3%
#22	Sheko	0.0%	1.3%	0.2%	0.0%	1.3%	1.3%
#23	Bears with Benefits	0.1%	1.3%	0.5%	0.1%	1.3%	1.2%
#24	Smaints	0.1%	1.2%	0.0%	0.0%	1.2%	1.2%
#25	Flovitamins	1.0%	1.6%	0.4%	0.4%	1.6%	1.2%

#	Brand	Mention Rate	Top-3 Rate	Avg Rank	Avg Visibility	Mentions
#1	ESN	28.0%	10.3%	6.2	1.4	280
#2	Foodspring	20.5%	7.2%	7.1	0.9	205
#3	Sunday Natural	16.6%	2.3%	7.7	0.5	166
#4	AG1	11.2%	4.9%	7.0	0.6	112
#5	Morenutrition	7.0%	2.2%	7.6	0.2	70
#6	Ritual	3.2%	1.0%	9.1	0.1	32
#7	Rocka Nutrition	1.9%	0.3%	9.0	0.0	19
#8	Naturtreu	1.9%	0.3%	9.0	0.1	19
#9	Vetain	1.7%	0.4%	10.2	0.0	17
#10	Neosupps	1.6%	0.2%	10.7	0.0	16
#11	Havsund	1.5%	0.1%	10.4	0.0	15
#12	Innonature	1.5%	0.0%	8.9	0.0	15
#13	Form Nutrition	1.5%	2.2%	8.1	0.0	15
#14	Primalharvest	1.4%	0.6%	5.9	0.1	14
#15	Lemme	1.3%	0.0%	14.9	0.0	13
#16	YFood	1.2%	9.2%	5.3	0.1	12
#17	Optimum Performance	1.0%	0.7%	8.1	0.0	10
#18	Flovitamins	1.0%	0.1%	9.2	0.0	10
#19	Braineffect	1.0%	0.3%	4.4	0.0	10
#20	Fenou	0.5%	0.2%	9.9	0.0	5

#	Brand	Mention Rate	Top-3 Rate	Avg Rank	Avg Visibility	Mentions
#1	AG1	62.0%	0.9%	16.5	1.3	620
#2	ESN	36.1%	8.9%	9.0	1.5	361
#3	Sunday Natural	21.7%	3.6%	9.7	0.7	217
#4	Foodspring	14.6%	1.3%	9.4	0.5	146
#5	Form Nutrition	9.9%	2.4%	12.4	0.3	99
#6	Ritual	7.5%	0.0%	15.9	0.2	75
#7	Havsund	7.1%	0.5%	15.5	0.2	71
#8	Morenutrition	6.6%	2.0%	9.4	0.2	66
#9	Vetain	6.2%	0.3%	17.1	0.1	62
#10	Natural Mojo	6.2%	0.0%	16.2	0.1	62
#11	Itsblume	6.0%	0.1%	16.1	0.1	60
#12	Naturtreu	4.7%	0.8%	12.3	0.1	47
#13	Mybacs	4.6%	0.0%	19.6	0.1	46
#14	Rocka Nutrition	3.9%	0.4%	10.8	0.1	39
#15	Innonature	3.0%	0.0%	14.9	0.1	30
#16	YFood	2.7%	2.0%	9.1	0.1	27
#17	Fenou	2.7%	0.1%	15.1	0.1	27
#18	Glow25	2.6%	0.3%	12.9	0.1	26
#19	Primalharvest	2.3%	0.4%	10.4	0.1	23
#20	Neosupps	2.0%	0.1%	11.0	0.0	20

#	Brand	Mention Rate	Top-3 Rate	Avg Rank	Avg Visibility	Mentions
#1	ESN	20.8%	8.0%	4.7	1.0	208
#2	AG1	4.9%	4.3%	1.9	0.4	49
#3	Foodspring	4.3%	1.2%	4.9	0.2	43
#4	Ritual	3.2%	0.3%	5.1	0.1	32
#5	Sunday Natural	2.5%	0.7%	5.4	0.1	25
#6	YFood	2.5%	2.9%	4.1	0.2	25
#7	Fenou	2.2%	0.0%	8.1	0.0	22
#8	Havsund	1.8%	0.0%	7.5	0.0	18
#9	Form Nutrition	1.1%	0.6%	6.2	0.0	11
#10	Braineffect	1.0%	0.9%	1.5	0.1	10
#11	Glow25	1.0%	0.5%	5.0	0.0	10
#12	Mybacs	0.8%	0.0%	5.5	0.0	8
#13	Bears with Benefits	0.5%	0.0%	4.4	0.0	5
#14	Flovitamins	0.4%	0.0%	6.0	0.0	4
#15	Bite	0.4%	0.1%	4.5	0.0	4
#16	Wearholy	0.3%	0.0%	11.2	0.0	3
#17	Vetain	0.3%	0.1%	8.2	0.0	3
#18	Primalharvest	0.3%	0.0%	6.3	0.0	3
#19	Sheko	0.2%	0.0%	6.0	0.0	2
#20	Ahead	0.1%	0.0%	8.0	0.0	1

Interactive visualizations of brand visibility across models and prompt types.