AI Visibility that’s actually built for commerce.
Commerce Specific
Focused on real shopping queries consumers ask.
Product + Category Level
Shows how individual products and categories surface.
Action Oriented
Insight that drives revenue, not just reporting.
Features

How we do it?
Brand Mentioned
We identify every brand cited in AI responses and quantify how often you’re recommended compared to competitors.
Publishers or Sites Cited
We track which retailers, publishers, or review sites AI models pull from so you can see who influences your visibility.
Products Referenced
We extract specific products from AI answers and map which SKUs are driving visibility and which ones never appear.
Mapping Layer
Everything is normalized back to your brands, categories, and product catalogs for clean reporting and clear insights.
Sentiment
We classify how AI systems describe your brand and products to understand positive, neutral, and negative associations.





