The #1 AI listening tool

Measure what AI says about routines

A new source of intelligence, built on the perceptions, comparisons and recommendations AI models produce about brands, products and markets every day.

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Live measurement run run 4,182 / 12,000·FR
used by brands and agencies

AI Visibility

See where your brand shows up in AI

Measure your share of AI answers

How often your brand comes up across models, markets, and which competitors take the space when it doesn't.

Find your visibility gaps

Discover the topics and questions where your brand should appear but doesn't, and identify where competitors are capturing visibility instead.

See what drives your visibility

Understand which sources and citations influence AI answers and discover the domains shaping visibility across your category.

Track your visibility over time

Follow how your AI presence evolves and measure whether you're gaining or losing ground across the topics that matter most.

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AI Brand Intelligence

Know what AI really thinks about your brand

Go beyond mentions

See whether AI simply mentions your brand, actively recommends it, or advises against it, and understand the strength behind every mention.

Understand how AI describes you

Discover the attributes, strengths and weaknesses AI consistently associates with your brand, products and services.

See how you compare

Understand how AI positions your brand against competitors, where you lead, where you fall behind, and what sets each brand apart.

Track shifts and get alerted

See how your AI representation evolves over time, and get alerted when perception changes or a competitor starts gaining ground.

AI Commerce Intelligence

See what AI puts in the shopping cart

Know which products AI recommends

See which products make it into AI recommendations, how often they appear, and how strongly AI pushes them toward purchase.

Understand why shoppers are sent to competitors

Identify the product attributes, benefits and buying criteria that make AI recommend a competitor instead of you.

See what wins for every shopper need

Understand how recommendations change by use case, audience, budget, preference and purchase intent, from broad discovery to highly specific buying decisions.

Compare products, not just brands

Measure performance at SKU and product level to uncover which products win, which lose, and what drives the difference.

AI Market Intelligence

Understand how AI is shaping your market

Discover what AI tells your consumers

Understand the answers people receive when they ask AI about their needs, challenges and decisions, even when no brand is mentioned in the question.

See which solutions AI favors

Identify the products, services and approaches AI recommends across your category, and understand which solutions are gaining the strongest presence.

Uncover what drives decisions

Discover the criteria, needs and arguments AI uses to guide consumers, from price and convenience to trust, performance and sustainability.

Spot emerging narratives and trends

Track the topics, expectations and narratives gaining importance in AI answers to identify shifts in your market before they become obvious.

Recommendations

Every gap comes with what to do about it

Each recommendation traces back to the prompts where you're losing ground.

Content Gaps

The prompts where AI should name you and doesn't.

Content Brief & Creation

For every gap, a brief: topic, angle, format models cite.

Technical Recommendations

The fixes that make your pages readable by agents.

Social Content Recommendations

Most of what AI cites, you don't own. Publish there.

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Get your free AI Listening report

See what AI says about your brand, and your market: your ranking, how models describe you, and the sources feeding their answers.

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For Agencies

Add AI Listening to your offer

Free to join. You only pay when you sell.

Digital & SEO agencies

Extend the offer from SEO to GEO: one content play that ranks on Google and gets cited by AI.

Research & Insights

A new source of primary data: what AI says about brands, measured over time.

Consulting & Advisory

A sector barometer and ready-made demos to open the AI conversation with clients.

Media agencies

Measure campaign impact on AI perception and activate the right media.

Creative agencies

Know what content and angle to create to get a brand into AI answers.

PR & Communications

Prove PR impact and target the sources that flip the answers.

MentionLab API

Turn AI answers into data you can build on

Get the data you actually need

Visibility, mentions, recommendations, perceptions, citations and products are each an endpoint. You never parse a raw AI response.

Measurement that holds over time

The same method across models, markets and use cases, so a comparison you run today still means something in six months.

Power your own products

Feed MentionLab data into your dashboards, client platforms or agents, and keep your own interface on top of it.

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