Picked by Agents

Picked by Agents helps local service businesses and agencies understand how AI assistants choose companies. Test realistic shopping questions, see which businesses get recommended or passed over, and inspect the reasons behind each decision. Explore public market leaderboards and research datasets, monitor changes in AI visibility, or connect the voluntary MCP research network to your agent workflows.