Every experiment is an open question with a stage attached. Nothing here is presented as a finished product, and not every experiment becomes one.
Can a single structured Business Record become the source for multiple digital experiences?
Can local entities and their relationships create better context for people and AI?
Can AI agents query structured local information through a standardized access layer?
What could an AI agent do if it had access to the structured, authoritative record behind a business?
How should local visibility be measured when discovery occurs across search engines, maps, AI assistants, media surfaces and agents?
What makes local information retrievable, trustworthy and citable by AI?
Can geographic relationships provide structured context for AI-native local discovery?
What would an Internet architecture look like if entities and authoritative records existed independently of individual webpages?