RRepoGEO

REPOGEO REPORT · LITE

paoloanzn/free-code

Default branch main · commit db7d2165 · scanned 6/17/2026, 12:22:58 PM

GitHub: 8,487 stars · 2,023 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 paoloanzn/free-code, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agent, coding-assistant, cli-tool, anthropic-claude, privacy-focused, open-source
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with a standard SPDX license (e.g., MIT, Apache-2.0, GPL-3.0) that reflects the project's intended usage and permissions.
  • mediumreadme#3
    Re-emphasize the core identity in the README's opening description

    Why:

    CURRENT
    The free build of Claude Code. All telemetry stripped. All guardrails removed. All experimental features unlocked. One binary, zero callbacks home.
    COPY-PASTE FIX
    A privacy-focused, terminal-native AI coding agent: the free build of Claude Code. All telemetry stripped, guardrails removed, and experimental features unlocked. One binary, zero callbacks home.

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 paoloanzn/free-code
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Google Cloud Vertex AI · recommended 1×
  3. huggingface/transformers · recommended 1×
  4. Anthropic API · recommended 1×
  5. Microsoft Azure OpenAI Service · recommended 1×
  • CATEGORY QUERY
    Which AI coding tool provides unrestricted access to experimental features and models?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud Vertex AI
    3. Hugging Face Transformers Library (huggingface/transformers)
    4. Anthropic API
    5. Microsoft Azure OpenAI Service

    AI recommended 5 alternatives but never named paoloanzn/free-code. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI-powered coding environment that prioritizes privacy and local execution.
    you: not recommended
    AI recommended (in order):
    1. Continue.dev
    2. Ollama
    3. VS Code
    4. JetBrains IDEs
    5. IntelliJ IDEA
    6. PyCharm
    7. CodeGPT
    8. LM Studio
    9. LocalAI

    AI recommended 9 alternatives but never named paoloanzn/free-code. 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 paoloanzn/free-code?
    pass
    AI named paoloanzn/free-code explicitly

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

  • If a team adopts paoloanzn/free-code in production, what risks or prerequisites should they evaluate first?
    pass
    AI named paoloanzn/free-code 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 paoloanzn/free-code solve, and who is the primary audience?
    pass
    AI named paoloanzn/free-code 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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MARKDOWN (README)
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paoloanzn/free-code — 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