Marketing data and research
Find external data for market research, competitor analysis and content: data tools, public datasets, industry benchmarks, surveys and reports. Compare coverage, access and limitations.
Compare regional output, employment, income, industry activity and other macroeconomic context.
Coverage: United States, states, counties, metropolitan areas, countries and industries by dataset · National accounts, regional income and employment, industry and international data
Compare country-level macroeconomic, demographic and development context when considering international markets.
Coverage: Countries and economies; some subnational or groupings by series · Thousands of time-series indicators across many source databases
Find comparable European business, population, labor and digital-economy statistics for a defined dataset and period.
Coverage: European Union, member states and supported subnational geographies · Dataset-specific statistical observations and metadata
Retrieve comparative country-level measures and their dimensions from OECD datasets.
Coverage: OECD members and other covered economies, depending on dataset · SDMX data and structural metadata by dataset
Add economic context such as rates, employment, prices or output to market and business analysis.
Coverage: United States and international series published in FRED · Economic time series by observation date and series
Add comparable European business, labor, demographic, ICT, and innovation indicators to regional market sizing and data products. Useful for founders selling across Europe or building data products that need official, cross-country indicators around technology and adoption.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Add comparable European business, labor, demographic, ICT, and innovation indicators to regional market sizing and data products.
Estimate software/data-sector demand, regional opportunity, industry growth, R&D intensity, and macro scenarios for pricing or expansion plans. The software and R&D investment series are directly relevant to developer-tool markets and data-product TAM models.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Estimate software/data-sector demand, regional opportunity, industry growth, R&D intensity, and macro scenarios for pricing or expansion plans.
Analyze UK labor, business, population, regional, economic, and technology-adjacent indicators for market sizing and localization. A practical official API for UK-focused developer products, data enrichment, and reproducible market research without relying on commercial panels.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Analyze UK labor, business, population, regional, economic, and technology-adjacent indicators for market sizing and localization.
Build Canadian market sizing, regional business and labor indicators, sector analysis, and recurring economic-data feeds for SaaS planning and customer research. Strong fit for founders expanding developer/data products into Canada or comparing Canadian demand and economic conditions with other markets.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Build Canadian market sizing, regional business and labor indicators, sector analysis, and recurring economic-data feeds for SaaS planning and customer research.
Analyze Australian business, population, labor, and economic conditions; create country-specific benchmarks and data-driven market-entry dashboards for developer and data SaaS. Strong fit for founders needing a trustworthy Australia-specific public-data layer for segmentation, market sizing, and localized product research.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Analyze Australian business, population, labor, and economic conditions; create country-specific benchmarks and data-driven market-entry dashboards for developer and data SaaS.
Localize a developer-tool market-entry model across European countries using official ICT employment, enterprise, labor, and business indicators exposed through machine-readable services. Strong for founders selling across Europe who need comparable country-level demand, workforce, enterprise, or digitalization signals rather than U.S.-only benchmarks.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Localize a developer-tool market-entry model across European countries using official ICT employment, enterprise, labor, and business indicators exposed through machine-readable services.
Macro market sizing, forecasts, inflation, unemployment and trade
Coverage: Global countries and country groups · Annual; country/aggregate; 1980-present plus projections
New Zealand population, GDP, economic, social, and environmental analysis
Coverage: New Zealand; national, regional, and local statistics · Indicator/table, geography, period, demographic/economic/social measure
UK demand, inflation, productivity, labor and sector benchmarking
Coverage: United Kingdom · Dataset/time-series dependent; national and subnational
Global public-statistics research, country sizing and development-market analysis
Coverage: Global countries and territories · Indicator, country, organization, topic and time
International market sizing and trade opportunity analysis
Coverage: Global economies · Annual, quarterly and monthly; trade/tariffs/services indicators
Compare business AI adoption across European markets and sectors when estimating audience readiness.
Coverage: European Union; enterprises with 10+ employees and self-employed persons · AI adoption by country, industry, enterprise size and technology category
Add business outlook context to market research and compare expectations across firms and industries.
Coverage: United States; broad firm-size and industry coverage except agriculture and government · One-year-ahead employment and sales expectations and uncertainty distributions