RRepoGEO

REPOGEO REPORT · LITE

wmariuss/awesome-devops

Default branch main · commit 81982028 · scanned 5/26/2026, 4:12:56 PM

GitHub: 4,120 stars · 852 forks

AI VISIBILITY SCORE
33 /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
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 wmariuss/awesome-devops, 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
    Reposition the README's opening to explicitly state its 'Awesome List' identity

    Why:

    CURRENT
    > A curated list of platforms, tools, practices and resources to create, improve DevOps culture and SRE Team in the organization.
    COPY-PASTE FIX
    > The definitive Awesome List for DevOps: a comprehensive, curated collection of platforms, tools, practices, and resources to build and improve DevOps culture and SRE teams.
  • mediumreadme#2
    Add a 'Why this list?' or 'How is this different?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why This Awesome List?

Unlike individual tools, frameworks, or reports, Awesome DevOps provides a single, comprehensive, and actively curated directory of the best resources across the entire DevOps and SRE landscape. It's designed as your go-to starting point for discovery, evaluation, and continuous learning, saving you time from sifting through countless individual projects or fragmented documentation.
  • lowabout#3
    Refine the repository description to reinforce its 'awesome list' nature

    Why:

    CURRENT
    A curated list of awesome DevOps platforms, tools, practices and resources
    COPY-PASTE FIX
    The definitive curated Awesome List of DevOps platforms, tools, practices, and resources for engineers and SRE teams.

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 wmariuss/awesome-devops
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DevOps Institute's SKIL Framework
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DevOps Institute's SKIL Framework · recommended 1×
  2. Cloud Native Computing Foundation (CNCF) Landscape · recommended 1×
  3. DORA (DevOps Research and Assessment) State of DevOps Reports · recommended 1×
  4. Jira · recommended 1×
  5. Confluence · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of tools and practices for implementing DevOps?
    you: not recommended
    AI recommended (in order):
    1. DevOps Institute's SKIL Framework
    2. Cloud Native Computing Foundation (CNCF) Landscape
    3. DORA (DevOps Research and Assessment) State of DevOps Reports
    4. Jira
    5. Confluence
    6. Bitbucket
    7. Bamboo

    AI recommended 7 alternatives but never named wmariuss/awesome-devops. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the essential platforms and resources to build an effective SRE team?
    you: not recommended
    AI recommended (in order):
    1. Datadog
    2. PagerDuty
    3. Jira Software (with Jira Service Management)
    4. GitHub
    5. GitLab
    6. Slack
    7. Microsoft Teams
    8. Terraform (hashicorp/terraform)
    9. Grafana (grafana/grafana)

    AI recommended 9 alternatives but never named wmariuss/awesome-devops. 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 wmariuss/awesome-devops?
    pass
    AI did not name wmariuss/awesome-devops — 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?

  • If a team adopts wmariuss/awesome-devops in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wmariuss/awesome-devops 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 wmariuss/awesome-devops solve, and who is the primary audience?
    pass
    AI named wmariuss/awesome-devops explicitly

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

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