RRepoGEO

REPOGEO REPORT · LITE

apache/dubbo-go-pixiu

Default branch develop · commit c53ffa53 · scanned 6/13/2026, 3:32:06 AM

GitHub: 554 stars · 185 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 apache/dubbo-go-pixiu, 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
  • highabout#1
    Update repository description to reflect AI Gateway and Kubernetes Ingress Controller capabilities

    Why:

    CURRENT
    Based on the proxy gateway service of dubbo-go, it solves the problem that the external protocol calls the internal Dubbo cluster. At present, it supports HTTP and gRPC[developing].
    COPY-PASTE FIX
    A next-generation AI / API Gateway and Kubernetes Ingress Controller built on Dubbo-go, empowering seamless connections to LLMs and AI service providers, and bridging external protocols (HTTP, gRPC, Dubbo2, Triple) with internal Dubbo clusters.
  • mediumtopics#2
    Add new topics related to AI Gateway, LLMs, and Kubernetes Ingress

    Why:

    CURRENT
    api-gateway, api-rest, cloud-native, cloudnative, dubbo, dubbo-cluster, dubbo-go, dubbogo, gateway, gateways, grpc, grpc-go, http-proxies, kafka, microservice, microservices, protocols, proxy, rocketmq, upstream-services
    COPY-PASTE FIX
    ai-gateway, llm, kubernetes-ingress, ingress-controller, dubbo-go-pixiu, api-gateway, api-rest, cloud-native, cloudnative, dubbo, dubbo-cluster, dubbo-go, dubbogo, gateway, gateways, grpc, grpc-go, http-proxies, kafka, microservice, microservices, protocols, proxy, rocketmq, upstream-services
  • mediumhomepage#3
    Correct the repository homepage URL

    Why:

    CURRENT
    https://dubbogo.github.io/dubbo-go-proxy/
    COPY-PASTE FIX
    https://dubbogo.github.io/dubbo-go-pixiu/

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 apache/dubbo-go-pixiu
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Apache APISIX
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Apache APISIX · recommended 1×
  2. Spring Cloud Gateway · recommended 1×
  3. Envoy Proxy · recommended 1×
  4. Kong Gateway · recommended 1×
  5. Dubbo-Go · recommended 1×
  • CATEGORY QUERY
    How to expose internal Dubbo microservices to external HTTP and gRPC clients?
    you: not recommended
    AI recommended (in order):
    1. Apache APISIX
    2. Spring Cloud Gateway
    3. Envoy Proxy
    4. Kong Gateway
    5. Dubbo-Go
    6. Apache ShenYu
    7. Nginx

    AI recommended 7 alternatives but never named apache/dubbo-go-pixiu. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a cloud-native API gateway for managing AI traffic and LLM access in Kubernetes.
    you: not recommended
    AI recommended (in order):
    1. Kong Gateway (Kong/kong)
    2. Envoy Proxy (envoyproxy/envoy)
    3. Istio (istio/istio)
    4. Envoy Gateway (envoyproxy/gateway)
    5. Apigee
    6. Tyk API Gateway (TykTechnologies/tyk)
    7. Ambassador Edge Stack (datawire/ambassador)
    8. NGINX Ingress Controller (kubernetes/ingress-nginx)
    9. NGINX Plus

    AI recommended 9 alternatives but never named apache/dubbo-go-pixiu. 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 apache/dubbo-go-pixiu?
    pass
    AI did not name apache/dubbo-go-pixiu — 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 apache/dubbo-go-pixiu in production, what risks or prerequisites should they evaluate first?
    pass
    AI named apache/dubbo-go-pixiu 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 apache/dubbo-go-pixiu solve, and who is the primary audience?
    pass
    AI named apache/dubbo-go-pixiu explicitly

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

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