RRepoGEO

REPOGEO REPORT · LITE

rebel0789/codexpro

Default branch main · commit 03556103 · scanned 6/21/2026, 11:26:41 AM

GitHub: 590 stars · 54 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 rebel0789/codexpro, 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 the README's opening paragraph to clearly define CodexPro as an AI coding agent

    Why:

    CURRENT
    Let ChatGPT web see your Codex-style repo context and act like a local coding agent.
    COPY-PASTE FIX
    CodexPro is an AI coding agent that enables ChatGPT Developer Mode to interact directly with your local repository files, allowing it to act as a coding assistant within your codebase.
  • hightopics#2
    Add specific topics related to AI coding assistants and LLM agents

    Why:

    CURRENT
    apps-sdk, chatgpt, cloudflare-tunnel, codex, local-development, mcp, ngrok
    COPY-PASTE FIX
    apps-sdk, chatgpt, cloudflare-tunnel, codex, local-development, mcp, ngrok, ai-coding-assistant, llm-agent, developer-tools, code-generation
  • mediumcomparison#3
    Add a 'Comparison' section to explicitly differentiate from code editors

    Why:

    COPY-PASTE FIX
    ### Comparison with Code Editors
CodexPro is not a code editor like VS Code, Sublime Text, or Atom. Instead, it acts as a bridge, enabling AI models to understand and interact with your local repository files as an intelligent agent, without providing a graphical editing interface.

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 rebel0789/codexpro
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. Continue · recommended 2×
  3. Open Interpreter · recommended 2×
  4. GitHub Copilot · recommended 1×
  5. Codeium · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI coding assistant directly with my local repository files?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Codeium
    3. Tabnine
    4. Cursor
    5. JetBrains AI Assistant
    6. Continue
    7. Open Interpreter
    8. smol-developer

    AI recommended 8 alternatives but never named rebel0789/codexpro. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable an AI model to act as a coding agent on my local codebase?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. Open Interpreter
    4. GPT-Engineer
    5. aider
    6. Smol-Developer
    7. Auto-GPT

    AI recommended 7 alternatives but never named rebel0789/codexpro. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 rebel0789/codexpro?
    pass
    AI named rebel0789/codexpro explicitly

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

  • If a team adopts rebel0789/codexpro in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rebel0789/codexpro 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 rebel0789/codexpro solve, and who is the primary audience?
    pass
    AI named rebel0789/codexpro 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 rebel0789/codexpro. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/rebel0789/codexpro.svg)](https://repogeo.com/en/r/rebel0789/codexpro)
HTML
<a href="https://repogeo.com/en/r/rebel0789/codexpro"><img src="https://repogeo.com/badge/rebel0789/codexpro.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

rebel0789/codexpro — 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