RRepoGEO

REPOGEO REPORT · LITE

superplanehq/superplane

Default branch main · commit d7f46d3f · scanned 5/28/2026, 10:36:59 AM

GitHub: 2,812 stars · 312 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface superplanehq/superplane, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify README's opening to prevent AI miscategorization as 'AI agents'

    Why:

    CURRENT
    SuperPlane is an **open source control plane for platform engineering**. It lets you define and run event-based workflows across the tools you already use such as Git, CI/CD, observability, incident response, infra, and notifications.
    COPY-PASTE FIX
    SuperPlane is an **open source control plane for platform engineering**, specifically designed for **event-driven workflow orchestration** and automation across your existing DevOps, CI/CD, and infrastructure tools. It is not an AI agent platform.
  • mediumcomparison#2
    Add a 'Why SuperPlane?' section to highlight its unique value proposition

    Why:

    COPY-PASTE FIX
    ## Why SuperPlane?
Unlike single-purpose workflow orchestrators (e.g., Temporal, Airflow) or infrastructure-as-code tools (e.g., Terraform, Ansible), SuperPlane provides a unified control plane for platform engineering. It integrates event streaming, workflow orchestration, and operational context into a single system, allowing you to define and manage complex, multi-tool automation without scattering logic across disparate scripts or specialized platforms.
  • lowtopics#3
    Add more specific operational domain topics

    Why:

    CURRENT
    automation, control-plane, devops, event-driven, go, kubernetes, platform-engineering, python, react, release-automation, self-hosted, workflow-automation
    COPY-PASTE FIX
    automation, ci-cd, control-plane, devops, event-driven, go, incident-response, kubernetes, observability, orchestration, platform-engineering, python, react, release-automation, self-hosted, workflow-automation

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface superplanehq/superplane
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
temporalio/temporal
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. temporalio/temporal · recommended 1×
  2. apache/airflow · recommended 1×
  3. argoproj/argo-workflows · recommended 1×
  4. AWS Step Functions · recommended 1×
  5. Azure Logic Apps · recommended 1×
  • CATEGORY QUERY
    How to orchestrate event-driven workflows for platform engineering across multiple tools?
    you: not recommended
    AI recommended (in order):
    1. Temporal (temporalio/temporal)
    2. Apache Airflow (apache/airflow)
    3. Argo Workflows (argoproj/argo-workflows)
    4. AWS Step Functions
    5. Azure Logic Apps
    6. Prefect (PrefectHQ/prefect)
    7. Conductor (Netflix/conductor)

    AI recommended 7 alternatives but never named superplanehq/superplane. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open source tool helps automate DevOps processes by connecting existing infrastructure?
    you: not recommended
    AI recommended (in order):
    1. Ansible (ansible/ansible)
    2. Terraform (hashicorp/terraform)
    3. Jenkins (jenkinsci/jenkins)
    4. GitLab CI/CD (gitlabhq/gitlabhq)
    5. Puppet (puppetlabs/puppet)
    6. Chef (chef/chef)

    AI recommended 6 alternatives but never named superplanehq/superplane. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of superplanehq/superplane?
    pass
    AI named superplanehq/superplane explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts superplanehq/superplane in production, what risks or prerequisites should they evaluate first?
    pass
    AI named superplanehq/superplane explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo superplanehq/superplane solve, and who is the primary audience?
    pass
    AI named superplanehq/superplane explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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