RRepoGEO

REPOGEO REPORT · LITE

friuns2/codex-mobile

Default branch main · commit fac2291b · scanned 6/14/2026, 10:32:24 AM

GitHub: 635 stars · 122 forks

AI VISIBILITY SCORE
33 /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
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 friuns2/codex-mobile, 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
    Clarify README's opening to emphasize "tool for existing AI app UI"

    Why:

    CURRENT
    The README's first descriptive line after the H1/H3 is "> **Codex UI in your browser. No drama. One command.**"
    COPY-PASTE FIX
    Insert this sentence immediately after the H3: "This project provides a lightweight, cross-platform web UI *bridge* for the Codex AI application, enabling access from any device."
  • mediumtopics#2
    Add specific functional topics to differentiate from UI frameworks

    Why:

    CURRENT
    agentic-ai, ai-agents, ai-assistant, ai-coding-agent, claude, codex, deepseek, gemini, generative-ai, glm, gpt, grok, kimi, llm, minimax, nemotron, openai, qwen, termux
    COPY-PASTE FIX
    agentic-ai, ai-agents, ai-assistant, ai-coding-agent, claude, codex, deepseek, gemini, generative-ai, glm, gpt, grok, kimi, llm, minimax, nemotron, openai, qwen, termux, ai-app-runner, web-ui-wrapper, cross-platform-ai, ai-tool, ai-bridge
  • lowabout#3
    Refine the 'About' description to explicitly mention 'web UI bridge'

    Why:

    CURRENT
    🚀 Run Codex Mobile Anywhere: Linux, Windows, or Termux on Android 🚀
    COPY-PASTE FIX
    🚀 A lightweight web UI bridge to run Codex AI application anywhere: Linux, Windows, or Termux on Android 🚀

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 friuns2/codex-mobile
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
flutter/flutter
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. flutter/flutter · recommended 1×
  2. facebook/react-native · recommended 1×
  3. electron/electron · recommended 1×
  4. ionic-team/capacitor · recommended 1×
  5. apache/cordova · recommended 1×
  • CATEGORY QUERY
    How can I run an AI coding assistant UI on various operating systems, including Android?
    you: not recommended
    AI recommended (in order):
    1. Flutter (flutter/flutter)
    2. React Native (facebook/react-native)
    3. Electron (electron/electron)
    4. Capacitor (ionic-team/capacitor)
    5. Cordova (apache/cordova)
    6. Kotlin Multiplatform Mobile (KMM) (JetBrains/kotlin)
    7. Compose Multiplatform (JetBrains/compose-multiplatform)
    8. Qt (qt/qt)
    9. Xamarin.Forms (xamarin/xamarin.forms)
    10. .NET MAUI (dotnet/maui)

    AI recommended 10 alternatives but never named friuns2/codex-mobile. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a web-based interface to manage local AI agents and generative models.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. InvokeAI
    5. ComfyUI
    6. AutoGPT
    7. AgentGPT
    8. Flask
    9. Django
    10. Node.js
    11. Hugging Face Transformers
    12. Llama.cpp

    AI recommended 12 alternatives but never named friuns2/codex-mobile. 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 friuns2/codex-mobile?
    pass
    AI named friuns2/codex-mobile explicitly

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

  • If a team adopts friuns2/codex-mobile in production, what risks or prerequisites should they evaluate first?
    pass
    AI named friuns2/codex-mobile 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 friuns2/codex-mobile solve, and who is the primary audience?
    pass
    AI did not name friuns2/codex-mobile — 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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friuns2/codex-mobile — 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