RRepoGEO

REPOGEO REPORT · LITE

xororz/local-dream

Default branch master · commit f32d5b1c · scanned 6/27/2026, 12:44:01 AM

GitHub: 2,756 stars · 178 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 xororz/local-dream, 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 repo's identity as an Android application in README

    Why:

    CURRENT
    This project is **now open sourced and completely free**.
    COPY-PASTE FIX
    Local Dream is a free, open-source **Android application** that allows you to run Stable Diffusion models directly on your device. We hope you enjoy it!
  • mediumreadme#2
    Add a prominent download section to the README

    Why:

    COPY-PASTE FIX
    ## Get the App 
 Download Local Dream directly from the [Google Play Store](https://play.google.com/store/apps/details?id=io.github.xororz.localdream).
  • lowlicense#3
    Add a clear statement about the project's license to the README

    Why:

    COPY-PASTE FIX
    ## License 
 This project is released under [**INSERT SPECIFIC LICENSE(S) HERE, e.g., a custom license, or a combination of licenses**]. Please refer to the `LICENSE` file for full details.

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 xororz/local-dream
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TensorFlow Lite
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. TensorFlow Lite · recommended 2×
  2. ONNX Runtime · recommended 2×
  3. Qualcomm AI Engine Direct · recommended 1×
  4. MediaTek NeuroPilot · recommended 1×
  5. Samsung Knox Matrix · recommended 1×
  • CATEGORY QUERY
    How can I run Stable Diffusion models efficiently on an Android phone with NPU acceleration?
    you: not recommended
    AI recommended (in order):
    1. Qualcomm AI Engine Direct
    2. MediaTek NeuroPilot
    3. Samsung Knox Matrix
    4. Android Neural Networks API (NNAPI)
    5. TensorFlow Lite
    6. ONNX Runtime
    7. MLC LLM

    AI recommended 7 alternatives but never named xororz/local-dream. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What solutions exist for generating images from text or images on Android using CPU/GPU?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers
    2. ONNX Runtime
    3. TensorFlow Lite
    4. MediaPipe
    5. PyTorch Mobile
    6. Core ML
    7. OpenGL ES
    8. Vulkan Shaders

    AI recommended 8 alternatives but never named xororz/local-dream. 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 xororz/local-dream?
    pass
    AI named xororz/local-dream explicitly

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

  • If a team adopts xororz/local-dream in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xororz/local-dream 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 xororz/local-dream solve, and who is the primary audience?
    pass
    AI named xororz/local-dream 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 xororz/local-dream. 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/xororz/local-dream.svg)](https://repogeo.com/en/r/xororz/local-dream)
HTML
<a href="https://repogeo.com/en/r/xororz/local-dream"><img src="https://repogeo.com/badge/xororz/local-dream.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

xororz/local-dream — 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