Company
Cycloid
Sample prompts where it appears
What developer platforms should I evaluate?
Technology · Developer Tools / Developer tools3 observationsUpdated Jul 15, 2026
Brands:Backstage,
Spotify,
Northflank,
Humanitec,
Cycloid
What are the best developer infrastructure tools?
Technology · Developer Tools / Developer tools3 observationsUpdated Jul 15, 2026
Brands:GitHub Copilot,
Cursor,
Claude Code,
Windsurf,
Replit
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How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (2 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.