RRepoGEO

REPOGEO REPORT · LITE

techjarves/Uncensored-Local-AI-Multiplatform

Default branch main · commit 29552b9d · scanned 6/8/2026, 4:12:04 AM

GitHub: 640 stars · 126 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 techjarves/Uncensored-Local-AI-Multiplatform, 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 clarify it's an end-user application

    Why:

    CURRENT
    **Uncensored Local AI** is a mobile-first application that runs powerful open-source AI models directly on your **Android or iOS device** — with zero censorship, zero cloud dependency, and zero monthly fees.
No API keys. No subscriptions. No content restrictions. Your conversations never leave your device.
> Think of it as ChatGPT — but running **on your phone**, with **no rules**.
    COPY-PASTE FIX
    Uncensored Local AI is a powerful, multi-platform application that lets you run open-source AI models (GGUF) directly on your Android, iOS, or PC. Think of it as ChatGPT – but running entirely on your device, with no cloud, no filters, and total privacy.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of the MIT License.
  • mediumhomepage#3
    Add a project homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Set the repository homepage to `https://youtu.be/2Pnv68iHIaQ` or a dedicated project website if one exists.

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 techjarves/Uncensored-Local-AI-Multiplatform
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ONNX Runtime Mobile
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ONNX Runtime Mobile · recommended 2×
  2. MediaPipe · recommended 2×
  3. TensorFlow Lite · recommended 2×
  4. PyTorch Mobile · recommended 2×
  5. MLC LLM · recommended 1×
  • CATEGORY QUERY
    How can I run open-source AI models directly on my phone for total privacy?
    you: not recommended
    AI recommended (in order):
    1. MLC LLM
    2. llama.cpp
    3. ONNX Runtime Mobile
    4. MediaPipe
    5. TensorFlow Lite
    6. PyTorch Mobile

    AI recommended 6 alternatives but never named techjarves/Uncensored-Local-AI-Multiplatform. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Flutter tools enable running uncensored, offline AI models on mobile devices?
    you: not recommended
    AI recommended (in order):
    1. TensorFlow Lite
    2. PyTorch Mobile
    3. Core ML
    4. ML Kit
    5. ONNX Runtime Mobile
    6. MediaPipe

    AI recommended 6 alternatives but never named techjarves/Uncensored-Local-AI-Multiplatform. 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 techjarves/Uncensored-Local-AI-Multiplatform?
    pass
    AI named techjarves/Uncensored-Local-AI-Multiplatform explicitly

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

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

Embed your GEO score

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