RRepoGEO

REPOGEO REPORT · LITE

routatic/oc-go-cc

Default branch main · commit 4fe96a78 · scanned 6/20/2026, 1:36:50 AM

GitHub: 728 stars · 103 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 routatic/oc-go-cc, 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
    Clarify repository description to prevent misidentification and add keywords

    Why:

    CURRENT
    Use your OpenCode Go subscription with Claude Code.
    COPY-PASTE FIX
    Go CLI proxy for Claude Code to use OpenCode Go/Zen. Enables affordable open AI models. *Not* OpenCensus or OpenConnect.
  • highreadme#2
    Add explicit disclaimers to README's first paragraph to prevent misidentification

    Why:

    CURRENT
    A Go CLI proxy that lets you use your OpenCode Go or OpenCode Zen subscription with Claude Code.
    COPY-PASTE FIX
    This `routatic-proxy` (formerly `oc-go-cc`) is a Go CLI proxy that lets you use your OpenCode Go or OpenCode Zen subscription with Claude Code. **It is not related to OpenCensus or OpenConnect, nor is it an old, unmaintained project.** It enables Claude Code to use affordable open AI models via OpenCode.
  • mediumtopics#3
    Add broader, relevant topics for AI model proxies

    Why:

    CURRENT
    claude, claude-code, claude-code-cli, opencode, opencode-ai, opencode-go, opencode-zen
    COPY-PASTE FIX
    claude, claude-code, claude-code-cli, opencode, opencode-ai, opencode-go, opencode-zen, ai-proxy, llm-proxy, coding-assistant, open-source-ai, ai-models, generative-ai

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 routatic/oc-go-cc
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BerriAI/litellm
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. BerriAI/litellm · recommended 2×
  2. ollama/ollama · recommended 1×
  3. LM Studio · recommended 1×
  4. go-skynet/LocalAI · recommended 1×
  5. huggingface/transformers · recommended 1×
  • CATEGORY QUERY
    How can I use more affordable open-source AI models with my existing coding assistant?
    you: not recommended
    AI recommended (in order):
    1. Ollama (ollama/ollama)
    2. LM Studio
    3. LocalAI (go-skynet/LocalAI)
    4. LiteLLM (BerriAI/litellm)
    5. Hugging Face Transformers (huggingface/transformers)
    6. FastAPI (tiangolo/fastapi)
    7. Flask (pallets/flask)
    8. OpenRouter.ai

    AI recommended 8 alternatives but never named routatic/oc-go-cc. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a way to proxy my coding AI requests to different model providers.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. Nginx (nginx/nginx)
    3. Caddy (caddyserver/caddy)
    4. AWS API Gateway
    5. Google Cloud Apigee
    6. Azure API Management
    7. Kong Gateway (Kong/kong)
    8. Envoy Proxy (envoyproxy/envoy)
    9. Traefik (traefik/traefik)

    AI recommended 9 alternatives but never named routatic/oc-go-cc. 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 routatic/oc-go-cc?
    pass
    AI named routatic/oc-go-cc explicitly

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

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

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

Embed your GEO score

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