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Corbis blends official U.S. statistics, curated commercial real estate data, live listing and offering-memo facts, academic retrieval, dataset discovery, and on-demand economic series. Coverage, update cadence, and geography vary by dataset. Not every metric exists for every market, property type, date, or plan.
The chatbot does not expose raw Supabase tables directly. It routes through curated tools and MCP equivalents, with getDataCatalog and getMetricDefinitions acting as the safest way to discover what exists right now.
cbsa_market_data, time_series, national_macro, data_freshness, cbsas, and airport_activity power getMarketData, getMetricDefinitions, compareMarkets, searchMarkets, screenMarkets, getMarketTrends, getNationalMacro, and map/scatter visualizations.credeals schema powers getCREMarket, searchCREMarkets, getCRETrend, getCREComps, searchCREListings, getCREOperating, and getREITTransactionCaps.academic_documents, chunks, sections, authors, journals, embeddings, and hybrid-search RPCs power paper search, paper details, literature search, research opportunity maps, top-cited articles, and researcher lookup.searchDatasets. Dataset discovery helps find sources; it is not the same thing as querying every underlying dataset.fredSearch and fredSeriesBatch query FRED directly for additional economic series outside the Supabase tables.Below, each source family matches source names and categories currently used by tool schemas, the live metric catalog in data_freshness._metric_definitions, or the credeals tooling layer.
bls_employment, bls_laus).bls_oews, bls_qcew).census_qwi).census_lodes).hud_lihtc).zillow).getMarketTrends accepts source filters such as housing and affordability for longer metro histories alongside supply and rent-pressure context.fredSearch and fredSeriesBatch (CPI, Fed funds, Treasuries, GDP, mortgage and rate context, and other discoverable series).bea).national_macro) - In-product national benchmarks such as real GDP, CPI, key Treasury yields, the 30-year mortgage rate, and the Fed funds rate. Use getNationalMacro for this table; use FRED tools for ad hoc series.census_cbp).census_bds).census_bfs).opportunity_insights).FDIC SOD / banking metrics).cfpb_hmda).ffiec_cra).sba).fema_nri / OpenFEMA).irs_soi).airport_activity; metric definitions currently cite FAA ACAIS where applicable.credeals.cmbs_properties and credeals.cmbs_loans support property comps and transaction-side CRE metrics. Always read sample sizes such as cmbs_n and cap_rate_n before treating a median as strong evidence.credeals.cre_market_index, cre_market_benchmarks, and cre_market_timeseries support metro by property-type snapshots, national benchmarks, annual trends, pooled current-market stats, cap rates, occupancy, vacancy, DSCR, NOI per SF, price per SF, and asking-rent context.credeals.cre_listings and related listing tables support keyword search, structured filters, listing drill-ins, and optional offering-memo facts through searchCREListings.credeals.cre_operating_fundamentals, cre_reit_timeseries, cre_reit_transaction_caps, and cre_reit_cap_timeseries support same-store revenue/NOI growth, economic occupancy, effective rent change, and national by-sector REIT acquisition/disposition cap rates.Important caveats:
getCREMarket for by-metro cap-rate context.Corbis combines the above to power:
getMarketTrends history with optional source filters matching the pipelinegetNationalMacro plus broader macro exploration via FRED toolsWhen you need exact figures, rely on the metric labels, source hints, and dates shown in tool output; coverage gaps are expected for some metros and series.
Corbis blends official U.S. statistics, curated commercial real estate data, live listing and offering-memo facts, academic retrieval, dataset discovery, and on-demand economic series. Coverage, update cadence, and geography vary by dataset. Not every metric exists for every market, property type, date, or plan.
The chatbot does not expose raw Supabase tables directly. It routes through curated tools and MCP equivalents, with getDataCatalog and getMetricDefinitions acting as the safest way to discover what exists right now.
cbsa_market_data, time_series, national_macro, data_freshness, cbsas, and airport_activity power getMarketData, getMetricDefinitions, compareMarkets, searchMarkets, screenMarkets, getMarketTrends, getNationalMacro, and map/scatter visualizations.credeals schema powers getCREMarket, searchCREMarkets, getCRETrend, getCREComps, searchCREListings, getCREOperating, and getREITTransactionCaps.academic_documents, chunks, sections, authors, journals, embeddings, and hybrid-search RPCs power paper search, paper details, literature search, research opportunity maps, top-cited articles, and researcher lookup.searchDatasets. Dataset discovery helps find sources; it is not the same thing as querying every underlying dataset.fredSearch and fredSeriesBatch query FRED directly for additional economic series outside the Supabase tables.Below, each source family matches source names and categories currently used by tool schemas, the live metric catalog in data_freshness._metric_definitions, or the credeals tooling layer.
bls_employment, bls_laus).bls_oews, bls_qcew).census_qwi).census_lodes).hud_lihtc).zillow).getMarketTrends accepts source filters such as housing and affordability for longer metro histories alongside supply and rent-pressure context.fredSearch and fredSeriesBatch (CPI, Fed funds, Treasuries, GDP, mortgage and rate context, and other discoverable series).bea).national_macro) - In-product national benchmarks such as real GDP, CPI, key Treasury yields, the 30-year mortgage rate, and the Fed funds rate. Use getNationalMacro for this table; use FRED tools for ad hoc series.census_cbp).census_bds).census_bfs).opportunity_insights).FDIC SOD / banking metrics).cfpb_hmda).ffiec_cra).sba).fema_nri / OpenFEMA).irs_soi).airport_activity; metric definitions currently cite FAA ACAIS where applicable.credeals.cmbs_properties and credeals.cmbs_loans support property comps and transaction-side CRE metrics. Always read sample sizes such as cmbs_n and cap_rate_n before treating a median as strong evidence.credeals.cre_market_index, cre_market_benchmarks, and cre_market_timeseries support metro by property-type snapshots, national benchmarks, annual trends, pooled current-market stats, cap rates, occupancy, vacancy, DSCR, NOI per SF, price per SF, and asking-rent context.credeals.cre_listings and related listing tables support keyword search, structured filters, listing drill-ins, and optional offering-memo facts through searchCREListings.credeals.cre_operating_fundamentals, cre_reit_timeseries, cre_reit_transaction_caps, and cre_reit_cap_timeseries support same-store revenue/NOI growth, economic occupancy, effective rent change, and national by-sector REIT acquisition/disposition cap rates.Important caveats:
getCREMarket for by-metro cap-rate context.Corbis combines the above to power:
getMarketTrends history with optional source filters matching the pipelinegetNationalMacro plus broader macro exploration via FRED toolsWhen you need exact figures, rely on the metric labels, source hints, and dates shown in tool output; coverage gaps are expected for some metros and series.