Presence Manager
Control how your products and brand are selected in AI answers where buying decisions begin.
Presence Manager is the system that shows where your brand is excluded from AI-driven shopping decisions, explains why competitors are selected instead, and gives you the controls to change the outcome.
How AI shopping decisions work
Buyers ask AI questions
AI selects brands and products
Competitors intercept decisions
Ads appear after selection
Revenue is already decided
Presence Manager operates inside this decision window — before ads, before checkout.
Two sides of AI visibility
Presence Manager instruments both observation and control — so teams can see where AI excludes them and take action to change the outcome.
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.
Content as Signal Reinforcement
We don't produce generic SEO content or chase keyword tactics. Our content engine is designed to reinforce entity clarity, improve model retrieval consistency, and align with the structured baseline.
Content is treated as signal reinforcement, not traffic bait.
Grounded in real commerce data
Shopify
Products, collections, pricing, margins
Google Analytics
Sessions, revenue context
Google Ads
Spend, keywords, intent signals
AI selection analysis is tied to real product and revenue data, not surface-level signals.
Ready for AI visibility?
See how AI systems represent your brand today. Book a walkthrough with our team.