RRepoGEO

REPOGEO REPORT · LITE

k8gb-io/k8gb

Default branch master · commit 4ed4b9f9 · scanned 5/24/2026, 8:01:23 AM

GitHub: 1,171 stars · 140 forks

AI VISIBILITY SCORE
40 /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
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 k8gb-io/k8gb, 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 opening to emphasize Kubernetes-native GSLB controller

    Why:

    CURRENT
    A Global Service Load Balancing solution w
    COPY-PASTE FIX
    K8GB is a cloud-native Kubernetes Global Server Load Balancing (GSLB) controller that provides high availability and disaster recovery for applications deployed across multiple Kubernetes clusters.
  • mediumtopics#2
    Add more specific topics to clarify GSLB controller role

    Why:

    CURRENT
    balancer, cloud-native, cncf, dns-lb, dns-lb-service, gslb, hacktoberfest, k8s, kubernetes, kubernetes-controller, kubernetes-global-balancer, kubernetes-operator, kubernetes-services
    COPY-PASTE FIX
    balancer, cloud-native, cncf, dns-lb, dns-lb-service, gslb, gslb-controller, hacktoberfest, k8s, kubernetes, kubernetes-controller, kubernetes-global-balancer, kubernetes-operator, kubernetes-services, multi-cluster, disaster-recovery, high-availability
  • lowreadme#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

K8GB differentiates itself from traditional GSLB solutions (e.g., F5 BIG-IP DNS, Citrix ADC GSLB) and cloud-native DNS services (e.g., CoreDNS, ExternalDNS) by providing a Kubernetes-native, declarative control plane for Global Server Load Balancing. Unlike managed cloud load balancers (e.g., AWS Global Accelerator, Google Cloud Load Balancing), K8GB runs entirely within your Kubernetes environment, offering greater control and portability across multi-cloud or hybrid setups.

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 k8gb-io/k8gb
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cloudflare Load Balancing
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cloudflare Load Balancing · recommended 2×
  2. Cloudflare DNS · recommended 2×
  3. hashicorp/consul · recommended 2×
  4. Google Cloud Load Balancing (GCLB) with Multi-Cluster Ingress (MCI) · recommended 1×
  5. AWS Global Accelerator · recommended 1×
  • CATEGORY QUERY
    How to achieve global load balancing for services deployed across multiple Kubernetes clusters?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Load Balancing (GCLB) with Multi-Cluster Ingress (MCI)
    2. AWS Global Accelerator
    3. Azure Front Door
    4. Cloudflare Load Balancing
    5. F5 BIG-IP DNS (formerly GTM)
    6. NGINX Plus
    7. Infoblox
    8. Cloudflare DNS
    9. HashiCorp Consul (hashicorp/consul)
    10. Consul Connect (hashicorp/consul)

    AI recommended 10 alternatives but never named k8gb-io/k8gb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a cloud-native solution for DNS-based global server load balancing in Kubernetes environments.
    you: not recommended
    AI recommended (in order):
    1. CoreDNS (coredns/coredns)
    2. ExternalDNS (kubernetes-sigs/external-dns)
    3. AWS Route 53
    4. Google Cloud DNS
    5. Azure DNS
    6. NS1
    7. Akamai Edge DNS
    8. F5 BIG-IP DNS
    9. F5 Container Ingress Services (CIS) (f5/f5-ingress)
    10. Citrix ADC
    11. Citrix Ingress Controller (citrix/citrix-k8s-ingress-controller)
    12. HAProxy Enterprise
    13. HAProxy Kubernetes Ingress Controller (haproxytech/kubernetes-ingress)
    14. Cloudflare DNS
    15. Cloudflare Load Balancing

    AI recommended 15 alternatives but never named k8gb-io/k8gb. 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 k8gb-io/k8gb?
    pass
    AI named k8gb-io/k8gb explicitly

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

  • If a team adopts k8gb-io/k8gb in production, what risks or prerequisites should they evaluate first?
    pass
    AI named k8gb-io/k8gb 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 k8gb-io/k8gb solve, and who is the primary audience?
    pass
    AI named k8gb-io/k8gb explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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