AI visibility check
See whether your product is visible in the kinds of AI answers buyers use during research.
Skylunae
AI visibility for products that deserve to be found
Are AI assistants recommending your product?
Buyers now ask AI tools what to buy. Skylunae checks whether your product is likely to be found, understood, and recommended when people ask for products like yours.
How it works
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Enter your product or brand
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We check AI visibility and understanding
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Get a short report with clear next steps
AI-driven product discovery
What Skylunae does
Skylunae helps product, ecommerce, SaaS, and marketing teams understand how their products appear in AI-driven discovery.
When buyers ask AI assistants what to buy, which tools to compare, or what product fits a specific need, Skylunae checks whether your product is likely to be found, understood, and recommended.
Product understanding
Find out whether AI assistants can clearly explain what your product does, who it is for, and why it is different.
Recommendation readiness
Learn whether your product is likely to appear when buyers ask for recommendations, alternatives, or category leaders.
Buyer behavior
Product discovery is changing
Buyers are no longer relying only on search ads, marketplaces, review sites, and traditional search results. They increasingly ask AI assistants direct questions such as “What should I buy?”, “What is the best tool for this problem?”, or “Which products should I compare?”
That changes the problem for product teams. It is no longer enough for a product page to exist. AI systems need to find the product, understand the category, connect it to the right use cases, and explain why it belongs in a recommendation.
Traditional search
People search, scan results, click pages, and compare options manually.
AI-driven discovery
People ask a question and receive a short list of options, comparisons, and recommendations.
The risk
If AI cannot understand your product clearly, it may leave you out even when your product is relevant.
Free preview
What the free check looks for
The free Skylunae check gives you a fast preview of how your product may perform in AI-assisted product discovery.
Category clarity
Can AI identify the category your product belongs to?
Use-case match
Can AI connect your product to the problems buyers are trying to solve?
Competitive context
Does AI understand how your product compares to alternatives?
Recommendation gaps
Are competitors, marketplaces, or better-known category leaders more likely to be recommended instead?
Customer questions
The kinds of AI questions buyers ask
Skylunae is designed around natural product-discovery questions, not just traditional keywords. That includes AI product recommendations, comparisons, alternatives, and use-case content.
“What are the best products for [use case]?”
“What tools should I compare before buying [category]?”
“What are the best alternatives to [competitor]?”
“Which product is best for [audience]?”
“What should I use if I need to [job to be done]?”
“Compare [product] vs. [competitor].”
Report output
What you get back
Skylunae turns the check into a short, plain-language report. The goal is not to overwhelm you with SEO data. The goal is to show the most important visibility issue and the clearest actions to improve it.
Visibility snapshot
A quick view of whether your product appears findable, understandable, and recommendable.
Main finding
The most important issue affecting how AI systems may describe or recommend your product.
Recommendation gaps
Where your product may lose visibility to competitors, category leaders, or broader alternatives.
Clear next steps
Specific content, positioning, and page improvements that may help AI systems understand your product better.
Example report
Example Skylunae finding
A useful AI search visibility report should make the problem obvious and the next move practical.
Main finding
AI understands the category, but your product is rarely named when buyers ask for recommendations.
What this means
Your product may be relevant, but AI systems do not have enough clear, connected information to confidently include it in short recommendation lists.
Recommended actions
- Create comparison pages for common alternatives.
- Clarify who the product is for on your homepage and product pages.
- Add use-case content that answers buyer questions directly.
- Strengthen category pages with plain-language explanations.
Teams
Who Skylunae is for
Consumer brands
See whether AI assistants mention your product when buyers ask what to buy.
Ecommerce teams
Improve product pages, category pages, and comparison content for AI-driven discovery.
SaaS and software products
Check whether AI understands your product, use case, audience, and alternatives.
Marketing and growth teams
Find visibility gaps and turn them into content, positioning, and website improvements.
FAQ
AI visibility FAQ
What is AI visibility?
AI visibility is how likely your product or brand is to appear, be understood, and be recommended when people use AI assistants or AI-powered search to research products.
What does Skylunae check?
Skylunae checks whether your product appears findable, understandable, and recommendable in AI-driven discovery. It looks for gaps in product positioning, category clarity, use-case content, and recommendation readiness.
Is Skylunae only for physical products?
No. Skylunae can be used for consumer products, ecommerce products, SaaS products, software tools, services, and brands.
How is this different from SEO?
SEO focuses on how pages appear in traditional search results. AI visibility focuses on whether AI assistants can understand your product and include it in answer-style recommendations.
What do I get from the free check?
You get a short AI visibility preview that shows whether your product appears findable, understandable, and recommendable, plus the main issue Skylunae found.
Can Skylunae guarantee that AI assistants will recommend my product?
No. AI systems and search results change over time. Skylunae identifies visibility gaps and recommends improvements, but it cannot guarantee placement or recommendations.
How can I improve AI visibility?
Common improvements include clearer product positioning, stronger category pages, comparison pages, use-case pages, and content that directly answers buyer questions.
See how AI understands your product
Run a free Skylunae check to see whether your product is findable, understandable, and recommendable.
Free during beta. No credit card required.
Most previews take 1 to 2 minutes.