Your llms.txt is a machine-facing description of your commerce business. The question isn't whether you have one. It's what an AI learns from it.
Think of it as a robots.txt for AI agents, but instead of access rules, it contains product information, brand positioning, and navigation guidance. When ChatGPT, Perplexity, or Alexa for Shopping evaluates your store, this is often the first file they read.
Shopify's Agentic Dashboard auto-generates a minimal file for every store. Here is the exact same store, before and after someone actually wrote it.
This is the default file from the example above, read the way AI reads it. Everything on the right is invisible, not wrong, just never written down.
Shopify's Agentic Dashboard generates all three automatically. Each one answers a different question for AI.
This is the same read, side by side: what you wrote, and what AI actually took away from it.
Your llms.txt score is one of 8 factors in the free AI Commerce Score. See exactly what AI reads and what to fix first.
Illustrative example · single-site signal for atomfoundry.dev.
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