View
Understand how your brand appears in AI answers — and where visibility is missing.
View makes AI selection behavior observable across products, prompts, competitors, and revenue.
Observe where AI excludes you
View makes AI selection behavior observable across products, prompts, competitors, and revenue.
Product-level AI selection
See which SKUs are selected, partially selected, or ignored across AI shopping answers.
Prompt-level inclusion and exclusion
Track inclusion and exclusion across high-intent questions where buyers decide what to buy.
Competitor replacement patterns
Identify which competitors displace you and which prompts drive the displacement.
Structural and policy blockers
Spot the data and trust signals that cause AI to avoid recommending your products.
Revenue at risk and opportunity
Tie selection behavior to modeled impact so teams can prioritize the right fixes.
Measure the impact on revenue
AI Selection Miss Rate
How often competitors are selected instead of your brand
Missed AI Consideration
Prompts where your brand does not appear
Revenue Bypassed by AI
Modeled revenue where AI decisions favor competitors
Revenue Opportunity
Addressable upside if selection gaps are closed
Metrics are labeled as observed, modeled, or inferred, depending on data coverage.
Ready for AI visibility?
See how AI systems represent your brand today. Book a walkthrough with our team.