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.

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.
1
C
Criteocriteo.com
188
39 %
2
M
Miraklmirakl.com
123
26 %
3
G
Googlegoogle.com
82
17 %
4
A
Adobeadobe.com
67
14 %
7
C
Click2Buyclick2buy.com
4
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
Prev.
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Next

Source Types
Category
Mentions
Business / service sites1153
E-commerce sites114
News / media sites108
Others / undetermined107
Directory / review sites90
Prev.
Page 1 / 2
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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.

Agathe Cuvelier
CEO
Agathe Cuvelier



Guirec Tiberghien
PRESIDENT
Guirec Tiberghien



Guillaume Fraybin
CTO
Guillaume Fraybin



As a spin-off of Market Connect, LLM Monitor benefits from Click2Buy’s expertise,
infrastructure, and teams.

25
employees
600+
client brands
30
countries





Start measuring your
visibility in AI.

Configure your analysis in minutes and explore your visibility in AI-generated responses.