{"name":"Business Change Intelligence","description":"Evidence-backed business and location change intelligence for research agents.","version":"1.0.0","schemaVersion":"2026-07-22","taxonomyVersion":"2026-07-22","documentation":"https://www.businesschanges.dev/docs","llms":"https://www.businesschanges.dev/llms.txt","openapi":"https://www.businesschanges.dev/openapi.json","api":{"origin":"https://api.businesschanges.dev","environment":"production","access":"public","publicExecutionAvailable":true,"paymentsEnabled":false,"storage":"PostgreSQL/PostGIS + private Blob snapshots","initialImport":{"events":521,"sourceRecords":1139,"sources":9},"quality":{"positioning":"Evidence-backed regulatory change signals; not verified public openings or closures.","auditSample":130,"sourceContractsVerified":130,"contradictions":0,"publicOpeningOverclaims":0,"commercialDefaultEvents":445}},"mcp":{"url":"https://api.businesschanges.dev/mcp","transport":"streamable-http","tools":[{"name":"find_business_change_leads","price":"$0.10 proposed"},{"name":"get_business_event_evidence","price":"$0.02 proposed"},{"name":"get_location_timeline","price":"$0.03 proposed"},{"name":"get_changes_since","price":"$0.05 proposed"},{"name":"get_business_change_coverage","price":"Free"}]},"semantics":{"naturalLanguageTranslation":"The calling agent maps language into typed arguments; retrieval is deterministic.","time":"effectiveAt is event time; firstObservedAt is platform discovery time.","premises":"Exact premises is the default; building aggregation must be explicit.","absence":"No matches do not imply no activity unless relevant coverage is complete.","publicStatus":"Regulatory activity never proves opening or closure without a separate dated observation."},"intents":[{"id":"opening_leads","label":"Opening leads","description":"Early regulatory and location signals for establishments that may be preparing to open."},{"id":"construction_activity","label":"Construction activity","description":"Permit, plan-review, build-out, expansion, and construction activity at business locations."},{"id":"remodels","label":"Remodels","description":"Signals that an existing establishment may be rebuilding, remodeling, or expanding."},{"id":"operator_changes","label":"Operator changes","description":"Ownership, operator, brand, or tenant transitions tied to a location over time."},{"id":"closure_risk","label":"Closure research","description":"Authoritative status, license, inspection, or tenant-transition signals worth investigating."},{"id":"compliance_activity","label":"Compliance activity","description":"License, inspection, enforcement, and regulatory activity for a business or location."}],"examples":[{"naturalLanguage":"Find restaurant opening leads in Orlando observed this month.","tool":"find_business_change_leads","arguments":{"jurisdictions":["US-FL"],"geography":{"cities":["Orlando"]},"intents":["opening_leads"],"industries":["restaurant"],"observedAfter":"2026-07-01T00:00:00.000Z","projection":"compact","limit":25}},{"naturalLanguage":"Verify these three leads with their original public records.","tool":"get_business_event_evidence","arguments":{"eventIds":["<event UUID 1>","<event UUID 2>","<event UUID 3>"]}},{"naturalLanguage":"Show everything newly discovered since my previous run.","tool":"get_changes_since","arguments":{"cursor":"<cursor from prior response>","limit":50}}]}