RRepoGEO

REPOGEO REPORT · LITE

foreveryh/claude-code-switch

Default branch main · commit 6dd800db · scanned 6/14/2026, 2:02:44 PM

GitHub: 618 stars · 86 forks

AI VISIBILITY SCORE
28 /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
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 foreveryh/claude-code-switch, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-tools, cli-tool, model-switcher, anthropic-api, claude-ai, code-assistant, developer-tools, llm-management
  • highreadme#2
    Reposition the README H1 to specify category and function

    Why:

    CURRENT
    # Claude Code Switch (ccm)
    COPY-PASTE FIX
    # Claude Code Switch (ccm): One-Command AI Provider & Model Switcher for Coding
  • mediumreadme#3
    Harmonize README with description regarding supported AI providers

    Why:

    COPY-PASTE FIX
    Add to the README's introductory section: "While initially focused on Anthropic API, `ccm` now supports switching between various AI providers and models, including GLM, for your coding environment."

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 foreveryh/claude-code-switch
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. continue-team/continue · recommended 1×
  3. GitHub Copilot · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. Tabnine · recommended 1×
  • CATEGORY QUERY
    How to easily switch between different AI providers for coding assistance?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue (continue-team/continue)
    3. GitHub Copilot
    4. Amazon CodeWhisperer
    5. Tabnine
    6. Codeium
    7. OpenRouter.ai
    8. LiteLLM (BerriAI/litellm)
    9. Ollama (ollama/ollama)
    10. LM Studio

    AI recommended 10 alternatives but never named foreveryh/claude-code-switch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a command-line tool to manage multiple AI model configurations for development.
    you: not recommended
    AI recommended (in order):
    1. MLflow
    2. DVC
    3. Hydra
    4. Poetry
    5. Conda
    6. Make
    7. just

    AI recommended 7 alternatives but never named foreveryh/claude-code-switch. 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 foreveryh/claude-code-switch?
    pass
    AI named foreveryh/claude-code-switch explicitly

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

  • If a team adopts foreveryh/claude-code-switch in production, what risks or prerequisites should they evaluate first?
    pass
    AI named foreveryh/claude-code-switch 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 foreveryh/claude-code-switch solve, and who is the primary audience?
    pass
    AI did not name foreveryh/claude-code-switch — 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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foreveryh/claude-code-switch — 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