RRepoGEO

REPOGEO REPORT · LITE

mithun50/openclaw-termux

Default branch main · commit 878dccbd · scanned 5/8/2026, 12:37:23 PM

GitHub: 1,476 stars · 234 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 mithun50/openclaw-termux, 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 README's opening to explicitly state it's an AI gateway, not a hacking tool

    Why:

    CURRENT
    > Run **OpenClaw AI Gateway** on Android — standalone Flutter app with built-in terminal, web dashboard, optional dev tools, and one-tap setup. Also available as a Termux CLI package.
    COPY-PASTE FIX
    > **OpenClaw AI Gateway for Android** is a standalone Flutter app and Termux CLI package. It enables you to run and manage AI API services directly on your Android device, providing a web dashboard and one-tap setup. **This project is NOT for ethical hacking or penetration testing.**
  • mediumtopics#2
    Add more specific topics to improve AI gateway and on-device AI visibility

    Why:

    CURRENT
    ai, android, claude, gateway, gemini, openai, openclaw, termux
    COPY-PASTE FIX
    ai, android, claude, gateway, gemini, openai, openclaw, termux, api-gateway, on-device-ai, local-ai, ai-api-management, flutter-app
  • mediumabout#3
    Refine the 'About' description to emphasize AI API service management

    Why:

    CURRENT
    Run OpenClaw AI Gateway on Android — standalone Flutter app with built-in terminal, web dashboard, and one-tap setup. Also available as a Termux CLI package.
    COPY-PASTE FIX
    OpenClaw is an AI API Gateway for Android, enabling you to run and manage multiple AI API services directly on your device. It's a standalone Flutter app with a built-in terminal, web dashboard, and one-tap setup, also available as a Termux CLI package.

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 mithun50/openclaw-termux
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
tensorflow/tensorflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. tensorflow/tensorflow · recommended 1×
  2. pytorch/pytorch · recommended 1×
  3. firebase/firebase-android-sdk · recommended 1×
  4. microsoft/onnxruntime · recommended 1×
  5. google/mediapipe · recommended 1×
  • CATEGORY QUERY
    How can I deploy an AI model gateway directly on my Android device?
    you: not recommended
    AI recommended (in order):
    1. TensorFlow Lite (tensorflow/tensorflow)
    2. PyTorch Mobile (pytorch/pytorch)
    3. ML Kit (Firebase ML) (firebase/firebase-android-sdk)
    4. ONNX Runtime Mobile (microsoft/onnxruntime)
    5. MediaPipe (google/mediapipe)

    AI recommended 5 alternatives but never named mithun50/openclaw-termux. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to manage multiple AI API services on Android with a web UI.
    you: not recommended
    AI recommended (in order):
    1. Firebase
    2. Firebase Cloud Functions
    3. Firebase Hosting
    4. AWS Amplify
    5. AWS Lambda
    6. AWS S3
    7. CloudFront
    8. Google Cloud Platform (GCP)
    9. Cloud Run
    10. App Engine
    11. Cloud Storage
    12. Cloud CDN
    13. Netlify
    14. Vercel
    15. Heroku
    16. DigitalOcean App Platform

    AI recommended 16 alternatives but never named mithun50/openclaw-termux. 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 mithun50/openclaw-termux?
    pass
    AI named mithun50/openclaw-termux explicitly

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

  • If a team adopts mithun50/openclaw-termux in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mithun50/openclaw-termux 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 mithun50/openclaw-termux solve, and who is the primary audience?
    pass
    AI named mithun50/openclaw-termux explicitly

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

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