CartLens

CartLens is a high-fidelity, AI-powered shopping companion designed to transform physical shopping artifacts into structured digital intelligence. We bridge the high-friction gap between physical receipts and digital financial tracking using a cost-optimized, multimodal AI stack. Most consumers suffer from "Spending Blindness"—they know where they spent money, but they have no unified, product-level visibility into what they bought and how those prices fluctuate across different merchants.

The core value is the verdict: scan any receipt or price tag and instantly know whether you paid a fair price. If not, CartLens shows where nearby is cheaper — using the Geospatial Lattice, a GPS-verified, crowdsourced price index that grows smarter with every user scan. This works across all retail categories — grocery, pharmacy, electronics, hardware, apparel, and beyond.

CartLens is not a budgeting app. It is not a grocery app. It is the first product to combine:

1. Zero-friction AI scanning of receipts and price tags (any store, any category)
2. A live crowdsourced price index built from real physical receipts — not web scrapers, not delivery APIs
3. An agentic AI layer (CartAssistant) that executes shopping decisions, not just chat

Every scan feeds the Geospatial Lattice. Every scan makes it smarter. That is the retention loop.