Company
Cncf
Sample prompts where it appears
What are the best free developer relations agencies for a small devtool startup?
Brands:Devrelate,
Cncf,
Y Combinator,Techstars,Google For Startups
Best platforms for open source contributors
Brands:GitHub,
GitLab,
Codeberg,
Good First Issue,Good First Jobs
What are the best free cloud AI engineering publications for scalable rollout strategies with latency and infrastructure tradeoffs?
Brands:Google Cloud Architecture Center,Aws Machine Learning Blog,Aws Architecture Blog,
Microsoft Azure Architecture Center,Azure Ai Blog
How to distribute technical content
Brands:Hacker News,
Reddit,
Dev.to,
Hashnode,
Medium
What's the most trusted documentation platform for an engineering team rolling out a developer portal pilot?
Brands:Backstage,
Cncf,
Spotify,
GitBook,
Confluence
How do I find reliable industry analysis publications for following cloud and ecosystem developments?
Brands:Gartner,
Forrester,
Idc,
Omdia,
Canalys
How do I secure APIs for AI agents?
Brands:Oauth,
Mcp,
Cncf
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How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (7 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.