# Beseam Beseam helps ecommerce stores find what to improve, apply approved changes, and measure what changed. ## Public resources for AI shopping agents - https://beseam.com/AGENTS.md — canonical agent guide and data semantics - https://beseam.com/agents.md — lowercase compatibility alias - https://beseam.com/agents — machine-readable resources and usage notes - https://beseam.com/data — public AI shopping dataset overview - https://beseam.com/data/ai-shopping.json — AI shopping data in JSON - https://beseam.com/data/ai-shopping.csv — AI shopping data in CSV - https://beseam.com/benchmarks — AI Shopping Report and method - https://beseam.com/ai-visibility-monitoring — how Beseam observes AI shopping discovery - https://beseam.com/bot — BeseamBot crawler information - https://beseam.com/robots.txt — crawler policy - https://beseam.com/sitemap.xml — public site map ## Data notes - Published AI shopping data contains observations of public brands only. - No private customer or merchant data is included. - AI answers are point-in-time observations and can change. - A brand appearance is not a ranking, endorsement, or guarantee. - Beseam does not claim to know an assistant's hidden ranking logic. - Beseam does not currently advertise a public MCP or A2A service. Use the files above rather than inferring an endpoint.