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

Of all named tools, what % are you?

Top rival

ONNX Runtime Mobile

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

ONNX Runtime Mobile · recommended 2×
MediaPipe · recommended 2×
TensorFlow Lite · recommended 2×
PyTorch Mobile · recommended 2×
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

Drop this badge into the README of techjarves/Uncensored-Local-AI-Multiplatform. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/techjarves/Uncensored-Local-AI-Multiplatform.svg)](https://repogeo.com/en/r/techjarves/Uncensored-Local-AI-Multiplatform)

HTML

<a href="https://repogeo.com/en/r/techjarves/Uncensored-Local-AI-Multiplatform"><img src="https://repogeo.com/badge/techjarves/Uncensored-Local-AI-Multiplatform.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

techjarves/Uncensored-Local-AI-Multiplatform — 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