Can an AI shopping agent actually buy from you?

65% of stores with dropdowns give agents no machine-readable variant labels (DigiMirror, 122-store audit). 83 of 89 agents.md files are the stock Shopify template — your store sounds like everyone else’s to an agent. Since Oct 9, agents repeat your compare-at prices to shoppers. A wrong one is now a public pricing claim. GEO dashboards ($95–$599/mo) tell you how ChatGPT talks about brands. None of them fix the catalog layer where an agent stalls before the buy button.

On Oct 13, Shopify opened every store to any AI shopping agent. Agents don't browse — they read your product data, your agents.md, your policies, and your compare-at prices, then decide. AgentShelf audits your store the way an agent reads it, scores it out of 100, and writes the fixes. In 72 hours.