RRepoGEO

REPOGEO REPORT · LITE

HariSekhon/DevOps-Bash-tools

Default branch master · commit 7e185794 · scanned 5/10/2026, 9:52:57 AM

GitHub: 8,257 stars · 1,566 forks

AI VISIBILITY SCORE
27 /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
1 / 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 HariSekhon/DevOps-Bash-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
  • highreadme#1
    Reposition README's opening to clarify it's a script collection

    Why:

    COPY-PASTE FIX
    Add the following text immediately after the `# Hari Sekhon - DevOps Bash Tools` heading:
`This repository is a comprehensive collection of 1000+ production-ready Bash scripts designed to automate common DevOps tasks across various cloud platforms, CI/CD pipelines, and database operations. It leverages popular CLIs for AWS, GCP, Kubernetes, Docker, and many other tools.`
  • hightopics#2
    Add broader descriptive topics for script collections and automation

    Why:

    CURRENT
    api, aws, bash, ci, cloudera, devops, docker, gcp, git, github, hacktoberfest, hadoop, jenkins, kafka, kubernetes, linux, mysql, perl, postgresql, terraform
    COPY-PASTE FIX
    api, aws, bash, ci, cloudera, devops, docker, gcp, git, github, hacktoberfest, hadoop, jenkins, kafka, kubernetes, linux, mysql, perl, postgresql, terraform, scripts, automation, shell-scripts, cli-automation, utilities
  • mediumhomepage#3
    Update homepage URL to a project-specific link

    Why:

    CURRENT
    https://www.linkedin.com/in/HariSekhon
    COPY-PASTE FIX
    https://github.com/HariSekhon/DevOps-Bash-tools

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 HariSekhon/DevOps-Bash-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AWS CLI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AWS CLI · recommended 1×
  2. Azure CLI · recommended 1×
  3. gcloud CLI · recommended 1×
  4. Terraform CLI · recommended 1×
  5. Kubectl · recommended 1×
  • CATEGORY QUERY
    How can I automate common DevOps tasks across cloud platforms using shell scripts?
    you: not recommended
    AI recommended (in order):
    1. AWS CLI
    2. Azure CLI
    3. gcloud CLI
    4. Terraform CLI
    5. Kubectl
    6. jq (stedolan/jq)
    7. curl (curl/curl)
    8. wget (mirror/wget)

    AI recommended 8 alternatives but never named HariSekhon/DevOps-Bash-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find helpful scripts for managing containers, CI/CD, and database operations?
    you: not recommended
    AI recommended (in order):
    1. Awesome-CI/CD
    2. Awesome-Docker
    3. GitHub
    4. Kubernetes Documentation
    5. Jenkins Documentation
    6. PostgreSQL
    7. MySQL
    8. SQL Server
    9. MongoDB
    10. Stack Overflow
    11. DBA Stack Exchange
    12. Medium
    13. Dev.to

    AI recommended 13 alternatives but never named HariSekhon/DevOps-Bash-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
    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 HariSekhon/DevOps-Bash-tools?
    pass
    AI did not name HariSekhon/DevOps-Bash-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?

  • If a team adopts HariSekhon/DevOps-Bash-tools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HariSekhon/DevOps-Bash-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 HariSekhon/DevOps-Bash-tools solve, and who is the primary audience?
    pass
    AI did not name HariSekhon/DevOps-Bash-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?

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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