RRepoGEO

REPOGEO REPORT · LITE

mo-browser-apps/MoIcons

Default branch master · commit 3b9fcd94 · scanned 6/17/2026, 12:02:28 PM

GitHub: 699 stars · 40 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 mo-browser-apps/MoIcons, 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 README H1 to emphasize 'AI-powered desktop app'

    Why:

    CURRENT
    # MōIcons — create app icons for macOS
    COPY-PASTE FIX
    # MōIcons: AI-powered macOS App Icon Generator
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    macos, app-icons, ai-image-generation, desktop-app, openai-api, icns
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, for example, with the MIT License text.

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 mo-browser-apps/MoIcons
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. DALL-E 3 · recommended 2×
  3. ChatGPT Plus · recommended 2×
  4. Adobe Firefly · recommended 2×
  5. Photoshop · recommended 2×
  • CATEGORY QUERY
    How to create professional macOS application icons using AI image generation?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. ChatGPT Plus
    4. Microsoft Copilot Pro
    5. Adobe Firefly
    6. Photoshop
    7. Illustrator
    8. Stable Diffusion
    9. Icon Diffusion
    10. Automatic1111
    11. ComfyUI
    12. Hugging Face
    13. Civitai
    14. Affinity Photo
    15. Pixelmator Pro
    16. Icon Composer

    AI recommended 16 alternatives but never named mo-browser-apps/MoIcons. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best AI tool for designing squircle-friendly macOS app icons?
    you: not recommended
    AI recommended (in order):
    1. IconJar
    2. Midjourney
    3. DALL-E 3
    4. ChatGPT Plus
    5. Copilot Pro
    6. Adobe Firefly
    7. Adobe Illustrator
    8. Photoshop
    9. Stable Diffusion
    10. Sketch

    AI recommended 10 alternatives but never named mo-browser-apps/MoIcons. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 mo-browser-apps/MoIcons?
    pass
    AI named mo-browser-apps/MoIcons explicitly

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

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

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

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mo-browser-apps/MoIcons — 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