Manage
Take control of how your products and brand are represented in AI answers.
Manage doesn't just monitor AI behavior — it lets you intervene, correct, and validate outcomes over time.
Take control of AI representation
Manage doesn't just monitor AI behavior — it lets you intervene, correct, and validate outcomes over time.
Fix product eligibility and data clarity
Improve the signals AI uses to confidently select your products.
Resolve policy and trust gaps AI avoids
Close the ambiguity that leads AI to prefer safer competitor options.
Align campaigns to high-intent AI prompts
Map paid strategy to the prompt themes where selection happens.
Validate change as AI responses update
Confirm that interventions change selection outcomes over time.
Monitor displacement and regression
Catch competitor gains early and prevent silent drift.
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.