BitFan
Public Service Atlas for Bittensor
BitFan
O Data Universe permite que você colete, compre e consulte dados públicos e estruturados de redes sociais do X, Reddit e YouTube por meio de um aplicativo web ou API para pesquisa de mercado, monitoramento de marca, análises ou treinamento de IA.
O Data Universe permite que você colete, compre e consulte dados públicos e estruturados de redes sociais do X, Reddit e YouTube por meio de um aplicativo web ou API para pesquisa de mercado, monitoramento de marca, análises ou treinamento de IA.
- Maturidade: Ativo - Motivo: Um usuário comum já pode se cadastrar no aplicativo web hoje, e os desenvolvedores podem usar uma API documentada, um SDK Python, uma ferramenta de linha de comando e um caminho de integração MCP. - https://datauniverse.macrocosmos.ai/ - https://auth.cloud.macrocosmos.ai/signup?error=unauthorized
The target users are marketers, consumer-insight teams, researchers, AI builders, and developers who need raw, structured social data. It is not just a dashboard product; it is more focused on obtaining and exporting data for analysis or training workflows.
No reliable public source found for user count, customer count, revenue, or profit. Weak proxies include GitHub activity, package availability, official customer-logo claims, and public case studies for Score and Gaia. Project claims such as “55+ billion rows” or “up to 80 million new rows per day” are not independently verified.
Closest alternatives include Brandwatch, Meltwater, Sprout Social, Apify, and Bright Data. Data Universe appears stronger for users who want direct raw data, exports, and developer access. It appears weaker than mainstream vendors in public adoption proof, audited compliance evidence, and broad customer references.
Data Universe is a real product, not just a repository. Its strongest evidence is live app access, pricing, docs, API, SDK, CLI, and MCP support. The main weakness is proof: user counts, revenue, and many scale claims remain unverified.
