BitFan
Public Service Atlas for Bittensor
BitFan
Data Universe让你通过网页应用或API收集、购买和查询来自X、Reddit和YouTube的结构化公开社媒数据，用于市场调研、品牌追踪、数据分析或AI训练。
Data Universe让你通过网页应用或API收集、购买和查询来自X、Reddit和YouTube的结构化公开社媒数据，用于市场调研、品牌追踪、数据分析或AI训练。
- 成熟度：已上线 - 原因：普通用户如今即可注册网页应用，开发者则可使用有文档记录的API、Python SDK、命令行工具以及MCP集成路径。 - 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.
