RRepoGEO

REPOGEO REPORT · LITE

shinyflvre/Mate-Engine

Default branch main · commit 2c5ea6b8 · scanned 6/24/2026, 3:52:07 AM

GitHub: 3,298 stars · 268 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)

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

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 shinyflvre/Mate-Engine, 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 core value proposition to the top

    Why:

    CURRENT
    # MateEngine for Linux (Unoffical)
    COPY-PASTE FIX
    # Mate Engine: A Free Desktop Pet & VRM Avatar Application for Linux

This project provides a free, lightweight alternative to **Desktop Mate** and similar applications, offering custom VRM support, extensive modding capabilities, and more freedom for your desktop companion.
  • mediumabout#2
    Update GitHub's 'About' description for clarity

    Why:

    CURRENT
    A free Desktop Mate alternative with a lightweight interface and custom VRM support, though with more features.
    COPY-PASTE FIX
    A free, lightweight desktop pet and VRM avatar application for Linux, offering custom models, modding, and more features than Desktop Mate.
  • mediumreadme#3
    Add a dedicated 'License Information' section to the README

    Why:

    CURRENT
    App License**: Mixed — GNU AGPL v3 & MateProv2 License
  *Please read the license terms carefully.Default Avatar License**: All Rights Reserved by Yorshka Shop  
  *Do not redistribute this model in your builds.QWEN 2.5 1.5b LLM**: *Apache License Version 2.0, January 2004
    COPY-PASTE FIX
    ## License Information

This application uses a mixed license model:
*   **App License**: GNU AGPL v3 & MateProv2 License. Please read the license terms carefully.
*   **Default Avatar License**: All Rights Reserved by Yorshka Shop. Do not redistribute this model in your builds.
*   **QWEN 2.5 1.5b LLM**: Apache License Version 2.0, January 2004.

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 shinyflvre/Mate-Engine
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VSeeFace
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. VSeeFace · recommended 2×
  2. VPet · recommended 1×
  3. VRM Posing Desktop · recommended 1×
  4. Live2DViewerEX · recommended 1×
  5. DeskPets · recommended 1×
  • CATEGORY QUERY
    Seeking a lightweight, customizable desktop pet application with VRM model support?
    you: not recommended
    AI recommended (in order):
    1. VPet
    2. VRM Posing Desktop
    3. Live2DViewerEX
    4. VSeeFace
    5. DeskPets

    AI recommended 5 alternatives but never named shinyflvre/Mate-Engine. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there any free desktop avatar applications supporting modding and custom animations?
    you: not recommended
    AI recommended (in order):
    1. VSeeFace
    2. VRoid Studio
    3. Luppet
    4. VUP
    5. 3tene
    6. Wakaru

    AI recommended 6 alternatives but never named shinyflvre/Mate-Engine. 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 shinyflvre/Mate-Engine?
    pass
    AI named shinyflvre/Mate-Engine explicitly

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

  • If a team adopts shinyflvre/Mate-Engine in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name shinyflvre/Mate-Engine — 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?

  • In one sentence, what problem does the repo shinyflvre/Mate-Engine solve, and who is the primary audience?
    pass
    AI named shinyflvre/Mate-Engine 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 shinyflvre/Mate-Engine. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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shinyflvre/Mate-Engine — 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