The $1T Opportunity to Build the Next Amazon in Retail

• AI’s superpower is answering complex questions — consultative retail is the unlock.
  • Home Depot’s $350B market cap is the target: AI-first home improvement challenger.
  • Categories ripe: supplements, travel, clothing, health — anywhere customers need a diagnosis.
• MCP servers are the new native apps; AI chat = new OS (iOS analogy).
  • ChatGPT/Claude/Gemini/Grok/Perplexity become transaction rails via MCP.
• Predictive shipping: ship before purchase, charge only if kept.
  • Start with high-volume dry goods (paper towels, toilet paper).
  • Anthropic’s Project Vend proved AI agent can manage a physical store.
• Roaming stores: Waymo/Tesla Robotaxi fleets as mobile storefronts.
• Computer vision at home: cameras auto-reorder when shelves go empty.
  • Paradigm shift — passive reception replaces active shopping.
• U.S. retail is $7T; online still only 16% — massive offline surface area to disrupt.

Konstantine Buhler (Sequoia Capital) · 2025-08-14 · Read on sequoiacap.com