# UniqueBase Independent English directory of companies, products, people and investors. ## Entry points - [Methodology](https://uniquebase.ai/methodology) - [Dataset manifest](https://uniquebase.ai/dataset.json) - [Sitemap](https://uniquebase.ai/sitemap.xml) - [Companies JSON](https://uniquebase.ai/companies.json) - [Products JSON](https://uniquebase.ai/products.json) - [People JSON](https://uniquebase.ai/people.json) - [Investors JSON](https://uniquebase.ai/institutions.json) - [News JSON](https://uniquebase.ai/news.json) ## Browse - [Sectors](https://uniquebase.ai/sectors) · [JSON](https://uniquebase.ai/sectors.json) - [Themes](https://uniquebase.ai/themes) · [JSON](https://uniquebase.ai/themes.json) - [Regions](https://uniquebase.ai/regions) · [JSON](https://uniquebase.ai/regions.json) - [Countries](https://uniquebase.ai/countries) · [JSON](https://uniquebase.ai/countries.json) - [Cities](https://uniquebase.ai/cities) · [JSON](https://uniquebase.ai/cities.json) ## Exports - [graph.json](https://uniquebase.ai/graph.json): entity graph — companies, people, products, investors, sectors, themes, cities, countries and regions as nodes; employment, product, investment (with round and date), sector, theme and location edges. - [feed.xml](https://uniquebase.ai/feed.xml): RSS 2.0 of the latest updated companies, people and products and the latest funding rounds. - [popular-products.json](https://uniquebase.ai/popular-products.json): top 50 products by visits in the latest complete traffic month, with methodology. Profiles provide .json and .md representations; sector, theme, region, country and city pages provide .json (e.g. /countries/united-states.json). Cite stable profile URLs and check the underlying source. Source capture and English translation have separate dates. Translation does not independently verify facts. Missing and unpublished profiles return 404.