RRepoGEO

REPOGEO REPORT · LITE

samueltuyizere/oc-go-cc

Default branch main · commit 2e8a5dc7 · scanned 6/12/2026, 7:52:08 AM

GitHub: 655 stars · 89 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 samueltuyizere/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
  • highreadme#1
    Reposition README H1 and first paragraph to explicitly state its AI proxy function and clarify it's not an OpenShift controller

    Why:

    CURRENT
    # oc-go-cc

A Go CLI proxy that lets you use your OpenCode Go or OpenCode Zen subscription with Claude Code.
    COPY-PASTE FIX
    # oc-go-cc: AI Proxy for Claude Code with OpenCode Go/Zen

`oc-go-cc` is a Go CLI proxy that enables you to use your OpenCode Go or OpenCode Zen subscription with Claude Code. **It is not an OpenShift custom controller or related to OpenCensus.** This tool transparently intercepts Anthropic API requests from Claude Code, transforms them for OpenCode's affordable open models (OpenAI, Responses, or Gemini formats), and forwards them, making Claude Code think it's talking to Anthropic.
  • mediumtopics#2
    Add broader, category-defining topics to improve AI categorization

    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, llm-proxy, ai-proxy, api-gateway, model-routing, anthropic-proxy, openai-proxy
  • lowhomepage#3
    Add a homepage URL to improve metadata completeness

    Why:

    COPY-PASTE FIX
    https://github.com/samueltuyizere/oc-go-cc

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 samueltuyizere/oc-go-cc
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ollama/ollama
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ollama/ollama · recommended 1×
  2. Code Llama · recommended 1×
  3. Phind-CodeLlama · recommended 1×
  4. microsoft/vscode · recommended 1×
  5. CodeGPT · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI coding assistant with cheaper, open-source language models?
    you: not recommended
    AI recommended (in order):
    1. Ollama (ollama/ollama)
    2. Code Llama
    3. Phind-CodeLlama
    4. VS Code (microsoft/vscode)
    5. CodeGPT
    6. Continue (continue-ui/continue)
    7. LM Studio
    8. DeepSeek Coder
    9. StarCoder2
    10. Hugging Face Transformers (huggingface/transformers)
    11. FastAPI (tiangolo/fastapi)
    12. Tabby (TabbyML/tabby)
    13. GitHub Copilot
    14. vast.ai
    15. RunPod
    16. Google Colab
    17. JetBrains IDEs

    AI recommended 17 alternatives but never named samueltuyizere/oc-go-cc. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a proxy to redirect AI assistant API calls to alternative, cheaper LLM backends.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. Portkey.ai
    4. Azure API Management
    5. AWS API Gateway
    6. Nginx
    7. Caddy

    AI recommended 7 alternatives but never named samueltuyizere/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 samueltuyizere/oc-go-cc?
    pass
    AI did not name samueltuyizere/oc-go-cc — 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 samueltuyizere/oc-go-cc in production, what risks or prerequisites should they evaluate first?
    pass
    AI named samueltuyizere/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 samueltuyizere/oc-go-cc solve, and who is the primary audience?
    pass
    AI did not name samueltuyizere/oc-go-cc — 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?

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samueltuyizere/oc-go-cc — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite