The first and only Contextual AI Presence Mapping software
Overview
Problem we are solving — People use AI like a trusted friend, life coach, and therapist, sharing what is happening in their lives and giving AI all the context it needs to proactively recommend brands before a single query is typed. Someone tells ChatGPT they just got engaged and AI could say "have you thought about opening a joint checking account? Chase has some great options." Right now most brands are completely invisible in that moment because they have never engineered their presence for it. Every existing tool is built around the query layer. GEO tools help brands show up when someone searches "best joint checking account." But the most powerful AI recommendation happens upstream, inside a personal life conversation before any search intent forms. Brands have zero visibility into whether AI is recommending them in those moments, zero ability to diagnose why they are winning or losing the shortlist, and zero infrastructure to fix it. This matters because AI is replacing search as the primary way people discover products and make decisions. The brands that engineer upstream AI presence now will own the shortlist for years. The brands that wait will find it already written without them. The entire brand marketing industry is spending billions optimizing for a channel that is being displaced while the new channel goes completely unaddressed.
Current traction — pre revenue
Founder: Daniel Arons · LinkedIn: https://www.linkedin.com/in/danielarons50/
Challenge
People use AI like a trusted friend, life coach, and therapist, sharing what is happening in their lives and giving AI all the context it needs to proactively recommend brands before a single query is typed. Someone tells ChatGPT they just got engaged and AI could say "have you thought about opening a joint checking account? Chase has some great options." Right now most brands are completely invisible in that moment because they have never engineered their presence for it. Every existing tool is built around the query layer. GEO tools help brands show up when someone searches "best joint checking account." But the most powerful AI recommendation happens upstream, inside a personal life conversation before any search intent forms. Brands have zero visibility into whether AI is recommending them in those moments, zero ability to diagnose why they are winning or losing the shortlist, and zero infrastructure to fix it. This matters because AI is replacing search as the primary way people discover products and make decisions. The brands that engineer upstream AI presence now will own the shortlist for years. The brands that wait will find it already written without them. The entire brand marketing industry is spending billions optimizing for a channel that is being displaced while the new channel goes completely unaddressed.
Investment
Discovery
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