RRepoGEO

REPOGEO REPORT · LITE

TeamDev-IP/MoBrowser-App-Icon-Maker

Default branch master · commit 3b9fcd94 · scanned 6/17/2026, 12:32:01 PM

GitHub: 699 stars · 40 forks

AI VISIBILITY SCORE
17 /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
1 / 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 TeamDev-IP/MoBrowser-App-Icon-Maker, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README's first paragraph to emphasize general purpose

    Why:

    CURRENT
    A simple desktop app for generating **macOS app icons** in the `*.icns` format with AI.
    COPY-PASTE FIX
    MōIcons is a standalone desktop app for generating **macOS app icons** in the `*.icns` format with AI, designed for any macOS application developer.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that clarifies usage rights.

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 TeamDev-IP/MoBrowser-App-Icon-Maker
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. IconJar · recommended 1×
  4. Icon Composer · recommended 1×
  5. Image2icon · recommended 1×
  • CATEGORY QUERY
    How can I quickly generate professional macOS app icons using AI?
    you: not recommended
    AI recommended (in order):
    1. IconJar
    2. Midjourney
    3. DALL-E 3

    AI recommended 3 alternatives but never named TeamDev-IP/MoBrowser-App-Icon-Maker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help design custom .icns bundles for macOS applications with AI?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Icon Composer
    3. Image2icon
    4. DALL-E 3
    5. ChatGPT Plus
    6. Microsoft Copilot
    7. Affinity Designer
    8. Sketch
    9. Adobe Illustrator
    10. Stable Diffusion
    11. DreamStudio
    12. Hugging Face Spaces
    13. Figma
    14. Pixelmator Pro

    AI recommended 14 alternatives but never named TeamDev-IP/MoBrowser-App-Icon-Maker. 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 TeamDev-IP/MoBrowser-App-Icon-Maker?
    pass
    AI did not name TeamDev-IP/MoBrowser-App-Icon-Maker — 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?

  • If a team adopts TeamDev-IP/MoBrowser-App-Icon-Maker in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TeamDev-IP/MoBrowser-App-Icon-Maker 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 TeamDev-IP/MoBrowser-App-Icon-Maker solve, and who is the primary audience?
    pass
    AI did not name TeamDev-IP/MoBrowser-App-Icon-Maker — 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 TeamDev-IP/MoBrowser-App-Icon-Maker. 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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TeamDev-IP/MoBrowser-App-Icon-Maker — 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