RRepoGEO

REPOGEO REPORT · LITE

goharbor/harbor-helm

Default branch main · commit 7233a81d · scanned 5/13/2026, 3:22:16 AM

GitHub: 1,487 stars · 852 forks

AI VISIBILITY SCORE
35 /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
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 goharbor/harbor-helm, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    helm-chart, harbor, container-registry, kubernetes, devops, cloud-native, image-registry, private-registry
  • highreadme#2
    Reposition README opening to emphasize official deployment of a container registry

    Why:

    CURRENT
    # Helm Chart for Harbor
    
    **Notes:** The master branch is in heavy development, please use the other stable versions instead. A highly available solution for Harbor based on chart can be found [here](docs/High%20Availability.md). And refer to the [guide](docs/Upgrade.md) to upgrade the existing deployment.
    
    This repository, including the issues, focuses on deploying Harbor chart via helm. For functionality issues or Harbor questions, please open issues on goharbor/harbor
    
    ## Introduction
    
    This Helm chart installs Harbor in a Kubernetes cluster.
    COPY-PASTE FIX
    # Official Helm Chart for Harbor: Deploy the Cloud-Native Container Registry on Kubernetes
    
    This repository provides the official Helm chart for deploying Harbor, an open-source, enterprise-grade container image registry, into your Kubernetes cluster. It focuses on the deployment and management of Harbor via Helm. For functionality issues or Harbor questions related to Harbor itself, please open issues on goharbor/harbor.
    
    **Notes:** The master branch is in heavy development, please use the other stable versions instead. A highly available solution for Harbor based on chart can be found [here](docs/High%20Availability.md). And refer to the [guide](docs/Upgrade.md) to upgrade the existing deployment.
  • mediumfaq#3
    Add an FAQ section clarifying the relationship with the main Harbor project

    Why:

    COPY-PASTE FIX
    ## FAQ
    
    ### What is the relationship between goharbor/harbor-helm and goharbor/harbor?
    
    This repository, goharbor/harbor-helm, provides the official Helm chart for deploying the Harbor container registry. The goharbor/harbor repository is where the core Harbor project code resides, and it's the place to open issues for Harbor functionality or questions about the registry itself. This chart focuses solely on the deployment and management of Harbor within a Kubernetes environment.

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 goharbor/harbor-helm
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
goharbor/harbor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. goharbor/harbor · recommended 1×
  2. distribution/distribution · recommended 1×
  3. Quay.io · recommended 1×
  4. gitlab-org/gitlab · recommended 1×
  5. sonatype/nexus-public · recommended 1×
  • CATEGORY QUERY
    How can I deploy a private container image registry in my Kubernetes cluster?
    you: not recommended
    AI recommended (in order):
    1. Harbor (goharbor/harbor)
    2. Docker Registry (distribution/distribution)
    3. Quay.io
    4. GitLab Container Registry (gitlab-org/gitlab)
    5. Nexus Repository Manager (sonatype/nexus-public)

    AI recommended 5 alternatives but never named goharbor/harbor-helm. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Helm chart options exist for installing a secure, production-ready container image repository?
    you: not recommended
    AI recommended (in order):
    1. Harbor
    2. Sonatype Nexus Repository Manager
    3. Quay
    4. ChartMuseum
    5. MinIO

    AI recommended 5 alternatives but never named goharbor/harbor-helm. 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 goharbor/harbor-helm?
    pass
    AI named goharbor/harbor-helm explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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