Measure and manage your visibility within AI.

Discover the place your brand holds in AI-generated responses. Analyze by persona, compare yourself to cited brands, and track your evolution over time.

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In search engines, visibility is a position in a list of links.

In AI, visibility is a mention within the generated response.

Get a clear reading of your visibility in AI.

Visibility Score

67 %

Out of 20 queries and 120 conversations, 43 brands were mentioned. Your brand appears in 67% of the responses.

100% 0%

Global Visibility Score

Visualize your brand’s place in AI responses.

Brand Ranking

#BrandMent.Visib.

Criteocriteo.com

188

39 %

Miraklmirakl.com

123

26 %

Googlegoogle.com

17 %

Adobeadobe.com

14 %

…

Click2Buyclick2buy.com

1.3 %

> See full list

Cited Brands

Identify other cited brands and your position among them.

Persona

Omnichannel Digital Marketing Director

asked:

Which “where to buy” solutions allow for measuring return on investment and attributing sales to digital channels?

ChatGPT 5.2

#1Criteo #2Mirakl #3Google #4Adobe #5Click2Buy

Sources (6) wizaly.fr, youtube.com, marketing-management.io, +3 others ⊞ See details

Persona Analysis

Understand what AIs recommend based on the profile asking the question.

Analyze your visibility in depth.

Visualize your position against your competitors for each persona and each theme.

Model × Competitor

Persona × Competitor Table Edit competitors

Persona	Click2Buy	ChannelSight	PriceSpider	Hatch	Shoppable	Storyly
Multi-Retailer E-commerce Manager	8 % 5/60	22 % 13/60	18 % 11/60	12 % 7/60	5 % 3/60	0 % 0/60
Innovative Tech Product Manager	12 % 7/60	18 % 11/60	10 % 6/60	8 % 5/60	15 % 9/60	5 % 3/60
International Expansion Manager	5 % 3/60	28 % 17/60	22 % 13/60	3 % 2/60	8 % 5/60	0 % 0/60
Mass Retail Marketing Director	15 % 9/60	35 % 21/60	12 % 7/60	5 % 3/60	3 % 2/60	0 % 0/60
Retail & Digital CIO	10 % 6/60	15 % 9/60	25 % 15/60	18 % 11/60	20 % 12/60	8 % 5/60

Theme × Competitor Table Edit competitors

Theme	Click2Buy	ChannelSight	PriceSpider	Hatch	Shoppable	Storyly
Store localization	18 % 11/60	32 % 19/60	28 % 17/60	8 % 5/60	5 % 3/60	0 % 0/60
Connected shopping experience	12 % 7/60	38 % 23/60	15 % 9/60	10 % 6/60	22 % 13/60	8 % 5/60
Conversion & attribution	15 % 9/60	20 % 12/60	12 % 7/60	5 % 3/60	18 % 11/60	3 % 2/60
Omnichannel & distribution	8 % 5/60	42 % 25/60	22 % 13/60	12 % 7/60	5 % 3/60	0 % 0/60
Retail media & product visibility	10 % 6/60	25 % 15/60	18 % 11/60	15 % 9/60	28 % 17/60	5 % 3/60

Persona × Theme Table Edit themes

Persona	Store localization	Connected shopping exp.	Conversion & attribution	Omnichannel & distribution	Retail media & visibility
Multi-Retailer E-commerce Manager	22 % 13/60	35 % 21/60	18 % 11/60	42 % 25/60	12 % 7/60
Innovative Tech Product Manager	8 % 5/60	28 % 17/60	38 % 23/60	15 % 9/60	32 % 19/60
International Expansion Manager	32 % 19/60	12 % 7/60	8 % 5/60	35 % 21/60	5 % 3/60
Mass Retail Marketing Director	15 % 9/60	22 % 13/60	25 % 15/60	28 % 17/60	38 % 23/60
Retail & Digital CIO	5 % 3/60	42 % 25/60	30 % 18/60	10 % 6/60	45 % 27/60

Understand where AIs pull their answers from.

Identify the links and types of content that influence AI-generated responses.

Primary Sources

Domain Mentions

criteo.com77

mirakl.com24

mimbi.io22

skai.io21

appvizer.com21

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Source Types

Category Mentions

Business / service sites1153

E-commerce sites114

News / media sites108

Others / undetermined107

Directory / review sites90

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AI is redefining brand visibility.

LLM Monitor establishes a common framework to measure, understand, and drive this visibility.

An expert team, backed by a recognized leader

LLM Monitor is driven by a team of experts in data, AI, and brand strategy. The project leverages the resources and expertise of Market Connect, publisher of the Click2Buy solution, a benchmark player in the Where to buy space.