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Marketing & Growth · AI Visibility Check

When buyers ask AI who to consider, does your brand come up?

maesee tests whether AI systems can find your brand, describe it accurately and present it as a suitable option in the buying scenarios that matter to you.

Why this matters now

A new visibility layer is forming before buyers reach your website

More buyers are starting research inside AI assistants, not only in a search box. They ask which companies to consider, what different providers do, and which option fits their need. The answers they see are shaped by how well AI systems can find and interpret your business.

This creates a new visibility layer alongside search, paid acquisition and content. If AI does not recognise your brand, associates you with the wrong category, or surfaces competitors more prominently, you may be missing from the shortlist before a buyer ever reaches your site.

For marketing teams, this creates a new form of demand leakage: buyers may be influenced before they visit your website, click an ad or enter your funnel. maesee gives marketing and growth teams a practical view of how their brand appears in these AI discovery and recommendation moments.

The demand leakage risk

Buyers shortlist using AI before visiting your site
Competitors may already appear more prominently in AI responses
Brand associations and category signals shape AI outputs

What maesee looks at

Tested scenarios across selected named AI models

maesee runs a defined prompt pack across selected named AI models and records what the tested models actually do. It looks at whether AI can:

01Find your brand when buyers ask about your category
02Describe what you do and who you are for accurately
03Present you as a suitable option in relevant, high-intent buying scenarios
04Draw on consistent, trustworthy information about you
05Point a customer towards a useful next step

Results reflect observed model behaviour under defined test conditions. They are an indicator of AI visibility and recommendation readiness, not a definitive measure of how every AI system will respond.

What you learn

A clear picture of your AI visibility

Written for a non-technical reader. Can be shared with your team.

Your report shows you

Whether your brand appears when buyers ask AI about your category
Which competitors are surfaced in the tested scenarios, and how they are described relative to you
Whether AI associates you with the right category, customer and use case
Where AI presents you as a suitable option, and where it does not
Which content, proof points or category signals may help AI describe you more accurately
Practical, prioritised actions to improve how AI finds and describes your business

Questions this answers for a growth team

Five questions every growth team should be asking

The Check gives you a clear, evidence-based answer to each of these.

01When someone asks AI for providers like us, do we appear?
02Are competitors surfaced more prominently, and why?
03Does AI describe our category and our customer correctly?
04Are we presented as a suitable option for our highest-intent use cases?
05What should we change first to improve how AI sees us?

Who this is for

Built for teams investing in visibility, acquisition and content

This is a fit for marketing, growth and demand generation leaders in businesses where customers research, compare and choose digitally. It works well for SMEs, scale-ups and product-led businesses that already invest in visibility, acquisition and content, and want to understand a new discovery layer before competitors define the category around them.

Marketing leaders

See how AI describes and recommends you in buying scenarios.

Growth teams

Identify the first things to improve for AI distribution.

Demand generation

Understand the new discovery layer before it leaks demand.

Scale-up founders

Get a practical read on your AI visibility before you scale.

Next step

Get a fast, practical read on how AI currently finds, describes and presents your brand in relevant buying scenarios.

Methodology

The AI Visibility Check tests observed AI response behaviour using a defined prompt pack, selected named AI models and a stated methodology. It is not a definitive measure of how every AI system will find, describe or recommend a business. Findings should be read as an AI visibility and recommendation readiness indicator, based on repeatable observed model response behaviour.