The MARK Product Suite.
AI models are the new shelf space and key influencers. MARK measures, diagnoses and improves how your brand is represented across every major one — ChatGPT, Gemini, Claude, Perplexity, DeepSeek and Meta AI.
Each tool below maps to a stage of the QUEEN framework, so measurement, diagnosis and monitoring stay connected rather than sitting in separate reports.
How often your brand is recommended versus competitors and interceptors in your category, refreshed monthly.
Explore Share of Model →How strongly AI models prefer your brand when making recommendations, not just whether you're mentioned.
Explore Machine Preference Index →How ready your brand is to be selected by autonomous AI agents, across both AEO and ACO.
Explore Agentic Readiness Score →How AI shopping agents actually experience your site — and a competitor's — and where it breaks.
Explore Ghost Shopper →What AI models actually believe about your brand — not just whether they recommend it.
Explore Sentiment Auditor →Continuous monitoring of the data and content feeds AI models pull from, so drift never silently breaks visibility.
Explore Feed Guardian →