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.
Explore public news coverage, narratives and event patterns as a discovery signal for emerging topics.
Coverage: Global media coverage; source coverage varies by language and region · Large-scale records and APIs for news, events and media analysis
Common Crawl provides raw public web crawl data for discovery research, web measurement and content analysis.
Coverage: Coverage depends on the source's documented geographic and time scope · Provider-described dataset or API records available at the indicated geography and time scope.
Find public demographic, economic, scientific, and administrative datasets for prototypes, enrichment, benchmarking, and vertical data products. A practical starting point for data-product founders who need authoritative public data to enrich developer or AI workflows.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Find public demographic, economic, scientific, and administrative datasets for prototypes, enrichment, benchmarking, and vertical data products.
Locate cloud-optimized training, geospatial, scientific, climate, and public-interest data suitable for AI prototypes and data-intensive product experiments. Good fit for AI and data-engineering founders who need large datasets near cloud compute without assuming a single universal license or access pattern.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Locate cloud-optimized training, geospatial, scientific, climate, and public-interest data suitable for AI prototypes and data-intensive product experiments.
Run SQL exploration and repeatable benchmarks on public mobility, weather, economic, and other datasets without first operating a data lake; validate schemas and analytics features for a SaaS prototype. Developer and data-product founders can test analytical workloads, create reproducible demos, and estimate warehouse economics against real public data using SQL and standard cloud tooling.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Run SQL exploration and repeatable benchmarks on public mobility, weather, economic, and other datasets without first operating a data lake; validate schemas and analytics features for a SaaS prototype.
Prototype weather/climate features, location intelligence, risk models, data connectors, and time-series benchmarks for analytics or developer APIs. A credible primary source for founders whose products need real-world environmental signals, especially when building APIs or demos that must use reproducible, machine-readable scientific data.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Prototype weather/climate features, location intelligence, risk models, data connectors, and time-series benchmarks for analytics or developer APIs.
Study public documentation, pricing pages, changelogs, ecosystem pages, and historical web presence at scale; build searchable or longitudinal datasets from public web snapshots. Especially useful for developer-tool founders doing competitive intelligence and documentation/ecosystem research without relying on excluded search or social platforms.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Study public documentation, pricing pages, changelogs, ecosystem pages, and historical web presence at scale; build searchable or longitudinal datasets from public web snapshots.
Research Swiss market structure, public-sector and regional demand, transport, geography, health, and economic indicators; inspect downloadable metadata for pipeline construction. A useful primary source for founders testing Swiss or multilingual European markets and building localized public-data products.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Research Swiss market structure, public-sector and regional demand, transport, geography, health, and economic indicators; inspect downloadable metadata for pipeline construction.
Build geospatial developer products, routing/location intelligence, coverage analysis, place/entity enrichment, and infrastructure or mobility research. A foundational, technically rich geospatial source for data-product founders who need reusable location entities and continuously changing map data.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Build geospatial developer products, routing/location intelligence, coverage analysis, place/entity enrichment, and infrastructure or mobility research.
Create energy-market intelligence, carbon/energy analytics, infrastructure monitoring, or forecasting datasets and APIs for technical and data-product customers. Good fit for data-product founders who need a maintained official time-series source that can be embedded in developer-facing analytics and planning tools.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Create energy-market intelligence, carbon/energy analytics, infrastructure monitoring, or forecasting datasets and APIs for technical and data-product customers.
Discover and link research-grade space, Earth-science, and aeronautics datasets into searchable catalogs, domain-specific data products, educational tools, or model pipelines. Useful for developer-tool and data-product founders building dataset discovery, scientific search, provenance, or domain-specific aggregation layers.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Discover and link research-grade space, Earth-science, and aeronautics datasets into searchable catalogs, domain-specific data products, educational tools, or model pipelines.
Find partner data and AI assets for lakehouse applications, or distribute a data/AI offering to organizations using Databricks and Unity Catalog. Excellent fit for data-platform and AI-tool founders targeting enterprise lakehouse teams and seeking a partner marketplace with governed sharing options.
Coverage: Use the geography stated by the source; coverage can vary by dataset and release. · Find partner data and AI assets for lakehouse applications, or distribute a data/AI offering to organizations using Databricks and Unity Catalog.
Health risk, public-sector product, epidemiology and population segmentation
Coverage: United States and global datasets depending on topic · Dataset-specific; often county/state/time series
Environmental risk, location intelligence, regulated-customer discovery and compliance products
Coverage: United States · Facility, address/geography, environmental program, pollutant and compliance record
Finding public statistics, government datasets and country-specific market signals
Coverage: European Union and European countries · Catalogue, dataset, distribution, publisher, theme and geography
Food, agriculture, commodity and climate-adjacent market sizing
Coverage: 245+ countries and territories · Annual and indicator-dependent; country/region; 1961-present
AI training/evaluation, domain corpus discovery and developer ecosystem research
Coverage: Global; dataset-specific · Dataset, split, row/example, modality and file format
Prototyping data products, model experiments and market/domain exploration
Coverage: Global; dataset-specific · Dataset, file, version and record
Climate, geospatial intelligence, infrastructure and environmental market research
Coverage: Global Earth science observations · Raster/granule/observation/time; product-specific
Environmental intelligence, location analytics, public-health products and sensor benchmarking
Coverage: Global; monitoring-location and measurement-specific · Measurement, pollutant, monitoring location, timestamp and provider
Import/export market sizing, competitor and supply-chain analysis
Coverage: Global reporting economies · Bilateral trade; commodities; reporting-period dependent
Education market sizing, workforce pipeline and country benchmarking
Coverage: Global countries · Indicator/country/year; SDG and benchmark series
Health-market sizing, public-health product research and regional benchmarking
Coverage: Global countries and territories · Country/indicator/time series; daily COVID dashboard where applicable
Finding company, public-sector and market datasets and building data-catalog workflows
Coverage: Global; dataset-specific · Dataset, table, field, metadata and organization