Founder & CEO, Product.ai (formerly Demand.io). Bootstrapped to a $100M+ valuation with $20M+ in annual revenue, 20 people, and zero outside capital. 9 US patents. We built the verification layer for AI commerce - systems that verify what AI cannot: whether a coupon works, a price is current, a product claim is true. Our products drive $1B+ in annual e-commerce across 400K+ stores. I write about how we built it and what we're building next at codex.michaelquoc.com.