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How AI describes Swarmia

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Swarmia logoSwarmiaswarmia.com

Swarmia is an engineering intelligence platform that connects to your existing development tools to turn engineering data into actionable metrics—including AI-tool adoption, productivity, and software capitalization reports. It offers out-of-the-box dashboards, custom reports, a natural-language AI assistant, and MCP compatibility to analyze data with AI tools like Claude or Cursor. Built for teams of all sizes—from startups to enterprises—Swarmia helps improve pull request flow, run developer experience surveys, and deliver cross-team initiatives with SOC 2 Type 2 security.

Parse Score

76.6

#34 of 35 in DevSecOps Application Security Platforms

Strength75
Reach56
Authority55

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Tone of voice

52% of how AI describes Swarmia reads positive.

Words AI uses

AI reaches for transparent · automated · strong when it describes Swarmia.

Sources

swarmia.com shapes more of what AI says about Swarmia than any other source, at 27% of its citations.

jellyfish.co · en.wikipedia.org · help.swarmia.com · graphite.com

AI questions where Swarmia appears

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The market map

DevSecOps Application Security Platforms →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →SnykSonarsourceSemgrepGitHubCheckmarxAikidoCodacyCodeSceneVeracodeESLintBlack DuckSemaCycodeMend

Where AI ranks Swarmia

DevSecOps Application Security Platforms#34

  • Excerpts where Swarmia appeared in the AI's answer

    ChatGPT Search · excerpt
    Swarmia is my choice if you want DORA to be one component of a broader engineering-intelligence system.
    Google AI Mode · excerpt
    Swarmia focuses on developer productivity paired with team-level autonomy.

  • Excerpts where Swarmia appeared in the AI's answer

    ChatGPT Search · excerpt
    Swarmia — engineering metrics, benchmarks, delivery flow, and team-level insights.

  • Excerpts where Swarmia appeared in the AI's answer

    Google AI Mode · excerpt
    Swarmia: Uses data to identify bottlenecks, such as stale pull requests

  • Excerpts where Swarmia appeared in the AI's answer

    Google AI Mode · excerpt
    Swarmia : Another engineering analytics platform that provides visibility into developer experience