E-commerce is a $6.8 trillion industry, but shopping is still broken. Recommendation systems optimize for ad revenue, not consumer welfare. That's our opportunity.
Global e-commerce is growing at 18-20% annually, with consumers increasingly demanding personalized experiences that actually serve their interests.
Global online shoppers worldwide
Of all retail purchases happen online
Of e-commerce sales happen on mobile
Spend 10+ minutes researching purchases
Willing to pay more for personalization
Research online before making purchases
Shopping agents represent a fundamental shift in how people make purchase decisions—moving from ad-driven recommendations to consumer-aligned AI.
Online shopping demands sustained attention and effort. Consumers face:
This cognitive burden is a real pain point consumers will pay to solve.
Shopping agents have unique advantages for deployment:
This makes shopping an ideal domain for agentic AI systems.
Shopping has a powerful structural advantage:
This creates defensibility through personalized user models.
Tech giants won't build this because of conflicts:
We can capture this market before incumbents adapt.
Agentic AI, consumer awareness, and market dynamics have aligned to create a once-in-a-generation opportunity.
GPT-4 and Claude demonstrate reasoning capabilities needed for complex shopping decisions. Agentic systems become viable.
Public understands AI agents. ChatGPT reaches 100M users. People ready to trust AI for high-stakes decisions like purchases.
E-commerce hits $6.8T. Mobile commerce dominates. Consumers demand personalization but increasingly distrust ad-driven platforms.
Tech giants locked into ad-based models. Startups can move faster and align with consumers. This window closes when incumbents adapt or acquire.
We're building the future of consumer-aligned commerce. Be part of it.
Join the Waitlist