Sonar Connections gives ChatGPT structured, source-attributed records, and every reply names its source.
Events: events published through Sonar Connections, with floor plans, booths and vendors, agenda and speakers, and live offers. The floor can open as an interactive card. Source: the event organizer, credited on each reply.
Public open data: dataset catalogs and records from public open data portals, with each dataset's license. Source: the portal operator, for example the City of Long Beach open data portal (DataLB).
The tools read data; one diagnostics tool lets the interactive cards report load and layout counts. No sign-in is required. When a record is not served, the reply says so and lists what is served.