Research on how AI agents interact with your website.
Field research on how AI and the open web actually meet. Each report works from raw data: access logs, HTTP fingerprints, traffic patterns, and direct testing.
What Shopify checks for agentic readiness
We ran a Shopify storefront through shopify.com/agentic-readiness, the public agentic-readiness scanner. Here are the 41 URLs Shopify probes and what to prep on your store.
The bots crawling Shopify's agentic stack
Two months of edge logs from a Shopify research storefront. Microsoft Copilot is the only organic agentic verifier polling on its own. Common LLM crawlers (GPTBot, ClaudeBot, Bingbot) still hit the legacy llms-txt path and ignore the newer agent-discovery files.