RRepoGEO

REPOGEO REPORT · LITE

soongenwong/claudecode

Default branch main · commit c7cbbe61 · scanned 5/25/2026, 8:42:44 PM

GitHub: 1,105 stars · 404 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 soongenwong/claudecode, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    (Choose and add a standard open-source license file, e.g., MIT, Apache-2.0, or GPL-3.0, to the root of the repository. Update the 'About' section on GitHub to reflect the chosen license.)
  • highreadme#2
    Clarify the project's independent status and purpose in the README's opening

    Why:

    CURRENT
    ClaudeCode is a terminal-native CLI agent designed to bring advanced LLM capabilities directly into your development workflow. Built for speed, safety, and efficiency, it provides an interactive agent shell, workspace-aware tools, and persistent session management. It is an independent open-source implementation inspired by Claude Code, not the official Anthropic product.
    COPY-PASTE FIX
    ClaudeCode is a high-performance, open-source AI coding agent written in Rust. This terminal-native CLI agent brings advanced LLM capabilities directly into your development workflow, offering an interactive agent shell, workspace-aware tools, and persistent session management. It is an independent, community-driven implementation inspired by Anthropic's Claude Code, and is not an official Anthropic product.

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 soongenwong/claudecode
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor.sh
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor.sh · recommended 1×
  2. Continue.dev · recommended 1×
  3. OpenDevin · recommended 1×
  4. smol-ai/developer · recommended 1×
  5. aider · recommended 1×
  • CATEGORY QUERY
    What open-source AI coding agents are available for Rust development?
    you: not recommended
    AI recommended (in order):
    1. Cursor.sh
    2. Continue.dev
    3. OpenDevin
    4. smol-ai/developer (smol-ai/developer)
    5. aider
    6. AutoGPT
    7. BabyAGI

    AI recommended 7 alternatives but never named soongenwong/claudecode. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a free, high-performance command-line AI assistant for coding tasks.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. OpenAI API
    3. LocalAI (go-skynet/LocalAI)
    4. Ollama (ollama/ollama)
    5. Code Llama
    6. Hugging Face Transformers (huggingface/transformers)
    7. Google Gemini API
    8. ChatGPT
    9. chatgpt-cli
    10. shell_gpt (TheR1D/shell_gpt)
    11. sgpt (Shell GPT) (smol-ai/shell-gpt)

    AI recommended 11 alternatives but never named soongenwong/claudecode. 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 soongenwong/claudecode?
    pass
    AI named soongenwong/claudecode explicitly

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

  • If a team adopts soongenwong/claudecode in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name soongenwong/claudecode — 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?

  • In one sentence, what problem does the repo soongenwong/claudecode solve, and who is the primary audience?
    pass
    AI named soongenwong/claudecode explicitly

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

Embed your GEO score

Drop this badge into the README of soongenwong/claudecode. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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soongenwong/claudecode — 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