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AI Visibility: Understand How AI Recommends Your Brand

AI Visibility shows how AI sees your business, where you appear in real customer prompts, and what influences those recommendations — so you can improve when and how your brand gets suggested.

Trusted by 10,000+ eCommerce brands worldwide.

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Lebesgue AI Visibility dashboard for Shopify and ecommerce brands showing product recommendation prompts, competitor visibility, and AI visibility insights.
Lebesgue AI Visibility dashboard for Shopify and ecommerce brands showing tracked AI prompts, competitor recommendations, and custom prompt tracking for AI-generated product discovery.

AI recommendations are hard to see

You can’t clearly see which prompts matter for your category, how often your brand appears, or why certain brands get recommended.

AI Visibility makes this visible by connecting prompts, sources, and recommendations into one view, so you can understand how your brand is represented and what influences that outcome.

See how AI understands and recommends your business

AI Visibility connects prompts, sources, and recommendations into one clear view. You can:

Understand how AI perceives your brand

Track where you appear across real prompts

Identify which sources influence those outcomes

See what to improve to increase visibility

This gives you a clear view of how your brand is evaluated — and how to improve it.

AI Overview: Understand how AI sees your brand

AI Overview shows how your business is currently interpreted by AI systems and what sources shape that perception. You can see:
Lebesgue AI Visibility Brand Overview showing how AI platforms interpret and describe a ecommerce brand across AI-generated answers.

How your brand is described

Lebesgue AI Visibility dashboard showing which sources influence AI brand perception for Shopify and ecommerce brands, including blogs, editorial content, and external sources.

Which sources influence that description

Lebesgue AI Visibility insight panel showing AI recommendation analysis and content improvement suggestions for Shopify and ecommerce brands.

What has the strongest impact on how AI understands you

If perception is off, you can quickly identify unclear positioning and which sources need updating.

Prompt Analysis: Track where you show up

AI Visibility tracks prompts your ideal customers actually ask. These are not generic queries, but real decision-making prompts.
Lebesgue AI Visibility dashboard showing tracked prompts, prompt categories, and source analysis for Shopify and ecommerce brands across AI-generated recommendations.

Prompts are grouped into:

  • Discovery
  • Comparison
  • Problem-based
  • Transactional
  • Custom prompts

For each prompt, you can see:

  • how often your brand appears
  • which brands are recommended
  • which sources influence the outcome
  • why those brands are selected
Lebesgue AI Visibility dashboard showing competitor recommendations, source analysis, and AI visibility insights for Shopify and ecommerce brands.

This gives you full context behind each recommendation.

Prompt Insights: Identify gaps and improve visibility

Prompt Insights shows where your brand has the potential to appear, but is currently missing.
Lebesgue AI Visibility dashboard showing top competitor brands, recommendation signals, and AI-generated brand positioning insights for ecommerce and Shopify stores.

For each prompt, you can understand:

  • your current visibility
  • what type of content performs best
  • where your content or positioning is lacking
  • why other brands are being recommended

You also get clear next steps:

  • what needs to change
  • where to improve
  • how to increase your chances of being recommended
Lebesgue AI Visibility insight showing missing comparison content opportunities and recommendations to improve AI visibility for Shopify and ecommerce brands.

This allows you to take focused action based on real signals.

See how AI understands and recommends your business

AI Visibility connects prompts, sources, and recommendations into one clear view. You can:

Discovering products

Comparing
options

Solving
problems

Making purchase decisions

You can focus on the prompts that directly impact your business.

See what influences AI recommendations

AI Visibility shows how different sources and signals come together to shape recommendations.
Lebesgue AI Visibility dashboard showing content sources and URLs influencing AI-generated recommendations for Shopify and ecommerce brands.

You can understand:

  • what influences whether your brand appears
  • which sources have the strongest impact
  • how your positioning aligns with different prompts

This gives you a clear view of what impacts your visibility — and what needs to change to improve it.

Improve how AI recommends your brand

Understand how AI sees your business, track where you appear, and take action to increase your visibility in recommendations.
Try AI Visibility

Frequently Asked Questions about AI Visibility

Improving AI visibility requires understanding how your products and brand appear in AI-generated answers, and what is influencing those recommendations.
Lebesgue AI CMO is designed for Shopify and ecommerce brands to do exactly that. It shows how your store is interpreted, which competitors are being recommended instead, and what needs to change to improve visibility.

The AI Visibility Audit in Lebesgue AI CMO helps Shopify and ecommerce brands understand how their products and brand appear in AI-generated answers.
It shows where your store is being recommended, where competitors are showing up instead, and what needs to change to increase product discovery through AI.

Lebesgue AI CMO selects prompts based on your products, collections, category, and how customers search when looking for products.
These prompts reflect how customers discover products, compare brands, and search based on specific needs.

In Lebesgue AI CMO, this shows how AI currently understands your store.
This includes how your products, collections, and positioning are interpreted when AI recommends products in your category.

In Lebesgue AI CMO, this shows what is influencing how your store is understood.
It highlights the sources shaping that understanding, including your Shopify store, product pages, collections, and external content like blogs, reviews, and comparisons.

This shows which brands or stores are being recommended for a given shopping-related prompt.
It helps you understand which competitors are capturing demand and what signals are making their products more visible.

Top opportunities highlight where improving your product visibility can have the biggest impact.
This often includes areas where your products match shopper intent but are not being recommended.

This section shows what needs to be improved to increase product discovery.
For Shopify stores, this can include improving product information, collections, content, and presence in sources that AI relies on.