RRepoGEO

REPOGEO REPORT · LITE

techiescamp/devops-tools

Default branch main · commit c919e918 · scanned 5/31/2026, 3:07:40 AM

GitHub: 857 stars · 268 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 techiescamp/devops-tools, 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
  • highlicense#1
    Add a LICENSE file to clarify usage terms

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0) to clearly define usage terms.
  • highabout#2
    Clarify the About description to emphasize it's a curated *list* of tools

    Why:

    CURRENT
    Curated List of Best DevOps Tools
    COPY-PASTE FIX
    A comprehensive, curated list and guide to the best DevOps tools for streamlining development and operations processes.
  • mediumreadme#3
    Strengthen the README's opening paragraph to explicitly state its purpose as a reference

    Why:

    CURRENT
    A curated collection of the most effective and popular DevOps tools to streamline your development and operations processes for 2024
    COPY-PASTE FIX
    This repository serves as a comprehensive, curated reference and guide to the most effective and popular DevOps tools, designed to streamline your development and operations processes for 2024.

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 techiescamp/devops-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Actions
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Actions · recommended 2×
  2. hashicorp/terraform · recommended 2×
  3. prometheus/prometheus · recommended 2×
  4. grafana/grafana · recommended 2×
  5. GitLab · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of highly-rated DevOps tools for my team?
    you: not recommended
    AI recommended (in order):
    1. GitLab
    2. Jenkins (jenkinsci/jenkins)
    3. GitHub Actions
    4. Azure DevOps
    5. Ansible (ansible/ansible)
    6. Terraform (hashicorp/terraform)
    7. Prometheus (prometheus/prometheus)
    8. Grafana (grafana/grafana)

    AI recommended 8 alternatives but never named techiescamp/devops-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the essential tools for implementing continuous delivery and platform engineering practices?
    you: not recommended
    AI recommended (in order):
    1. Kubernetes (kubernetes/kubernetes)
    2. Rancher (rancher/rancher)
    3. OpenShift
    4. GitLab (gitlabhq/gitlabhq)
    5. GitHub Actions
    6. Azure DevOps Pipelines
    7. Argo CD (argoproj/argo-cd)
    8. Terraform (hashicorp/terraform)
    9. Prometheus (prometheus/prometheus)
    10. Grafana (grafana/grafana)
    11. Vault (hashicorp/vault)
    12. Backstage (backstage/backstage)

    AI recommended 12 alternatives but never named techiescamp/devops-tools. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 techiescamp/devops-tools?
    pass
    AI named techiescamp/devops-tools explicitly

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

  • If a team adopts techiescamp/devops-tools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named techiescamp/devops-tools 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 techiescamp/devops-tools solve, and who is the primary audience?
    pass
    AI did not name techiescamp/devops-tools — likely talking about a different project

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

Embed your GEO score

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