RRepoGEO

REPOGEO REPORT · LITE

GoogleCloudPlatform/professional-services

Default branch main · commit 9ccf2f30 · scanned 5/25/2026, 6:08:38 AM

GitHub: 3,023 stars · 1,462 forks

AI VISIBILITY SCORE
22 /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
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 GoogleCloudPlatform/professional-services, 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 H1 and opening sentence to specify enterprise solutions and reference architectures

    Why:

    CURRENT
    # Professional Services

Common solutions and tools developed by Google Cloud's Professional Services team.
    COPY-PASTE FIX
    # Google Cloud Professional Services: Enterprise Solutions & Reference Architectures

This repository provides battle-tested, open-source solutions, reference architectures, and best practices developed by Google Cloud's Professional Services team to accelerate enterprise cloud adoption and solve common infrastructure challenges.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://cloud.google.com/solutions
  • mediumtopics#3
    Expand repository topics with more descriptive category terms

    Why:

    CURRENT
    bigquery, examples, gke, google-cloud-compute, google-cloud-dataflow, google-cloud-ml, google-cloud-platform, solutions, tools
    COPY-PASTE FIX
    bigquery, examples, gke, google-cloud-compute, google-cloud-dataflow, google-cloud-ml, google-cloud-platform, solutions, tools, reference-architectures, enterprise-solutions, cloud-adoption, best-practices, infrastructure-as-code

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 GoogleCloudPlatform/professional-services
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AWS Quick Starts
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AWS Quick Starts · recommended 1×
  2. Terraform Registry Modules · recommended 1×
  3. Cloud Native Computing Foundation (CNCF) Sandbox/Incubating Projects · recommended 1×
  4. Kubernetes · recommended 1×
  5. Prometheus · recommended 1×
  • CATEGORY QUERY
    Where can I find open-source examples for common enterprise cloud infrastructure deployments?
    you: not recommended
    AI recommended (in order):
    1. AWS Quick Starts
    2. Terraform Registry Modules
    3. Cloud Native Computing Foundation (CNCF) Sandbox/Incubating Projects
    4. Kubernetes
    5. Prometheus
    6. Grafana
    7. Helm
    8. Azure Architecture Center
    9. Google Cloud Solutions
    10. OpenStack Documentation and Community Projects
    11. TripleO
    12. Kolla-Ansible
    13. Ansible Galaxy
    14. GitHub

    AI recommended 14 alternatives but never named GoogleCloudPlatform/professional-services. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are common patterns for federating multiple container orchestration clusters?
    you: not recommended
    AI recommended (in order):
    1. Google Anthos
    2. Red Hat Advanced Cluster Management for Kubernetes (RHACM)
    3. Rancher (rancher/rancher)
    4. Istio (istio/istio)
    5. Linkerd (linkerd/linkerd2)
    6. Cloudflare Load Balancing
    7. AWS Route 53
    8. HAProxy (haproxy/haproxy)
    9. Argo CD (argoproj/argo-cd)
    10. Flux CD (fluxcd/flux2)
    11. Cluster API (kubernetes-sigs/cluster-api)
    12. Kubefed (kubernetes-sigs/kubefed)

    AI recommended 12 alternatives but never named GoogleCloudPlatform/professional-services. 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 GoogleCloudPlatform/professional-services?
    pass
    AI did not name GoogleCloudPlatform/professional-services — 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 GoogleCloudPlatform/professional-services in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GoogleCloudPlatform/professional-services 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 GoogleCloudPlatform/professional-services solve, and who is the primary audience?
    pass
    AI did not name GoogleCloudPlatform/professional-services — 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

Drop this badge into the README of GoogleCloudPlatform/professional-services. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/GoogleCloudPlatform/professional-services"><img src="https://repogeo.com/badge/GoogleCloudPlatform/professional-services.svg" alt="RepoGEO" /></a>
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