This new framework is designed to provide brands with a 'brand-friendly' anchor in an ecosystem increasingly dominated by autonomous shoppers.

Schema helps Google and AI systems verify business information and reduce conflicts across local packs, AI Overviews, and ...

An agent can produce a mathematically elegant, third-normal-form schema that is functionally irrelevant because it fails to capture the political or operational nuances of the organization. Deploying ...