RRepoGEO

REPOGEO REPORT · LITE

jaywcjlove/awesome-swift-macos-apps

Default branch main · commit 73bda9fb · scanned 5/25/2026, 10:48:01 PM

GitHub: 1,430 stars · 66 forks

AI VISIBILITY SCORE
27 /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
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 jaywcjlove/awesome-swift-macos-apps, 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
    Add a clear opening statement to the README

    Why:

    CURRENT
    The README excerpt starts with sponsor links and a <div align="center">.
    COPY-PASTE FIX
    This is a curated collection of open-source macOS applications built with Swift.
  • mediumtopics#2
    Refine topics to remove application-specific terms

    Why:

    CURRENT
    awesome, awesome-list, desktop-app, macos, macos-app, macos-application, macos-menubar, macos-setup, macos-swift, macosx, open-source-project, swift, swift-app, swift-application, swift-macros, swiftui
    COPY-PASTE FIX
    awesome, awesome-list, macos, macos-swift, macosx, open-source-project, swift, swiftui, macos-menubar, macos-setup, swift-macros
  • lowhomepage#3
    Ensure homepage content clearly states it's a list

    Why:

    CURRENT
    https://wangchujiang.com/awesome-swift-macos-apps/
    COPY-PASTE FIX
    Verify that the content displayed at https://wangchujiang.com/awesome-swift-macos-apps/ immediately clarifies that it is a 'curated collection of open-source macOS applications built with Swift' or similar, to reinforce the repo's identity.

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 jaywcjlove/awesome-swift-macos-apps
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VLC media player
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VLC media player · recommended 1×
  2. GIMP · recommended 1×
  3. Audacity · recommended 1×
  4. Krita · recommended 1×
  5. obsproject/obs-studio · recommended 1×
  • CATEGORY QUERY
    Where can I find open-source desktop applications developed for macOS to use?
    you: not recommended
    AI recommended (in order):
    1. VLC media player
    2. GIMP
    3. Audacity
    4. Krita
    5. OBS Studio (obsproject/obs-studio)
    6. HandBrake (HandBrake/HandBrake)
    7. MacPass (MacPass/MacPass)

    AI recommended 7 alternatives but never named jaywcjlove/awesome-swift-macos-apps. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some good examples of Swift-based macOS applications for learning development?
    you: not recommended
    AI recommended (in order):
    1. CotEditor
    2. MonitorControl
    3. NetNewsWire
    4. OpenEmu
    5. Swiftcord

    AI recommended 5 alternatives but never named jaywcjlove/awesome-swift-macos-apps. 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 jaywcjlove/awesome-swift-macos-apps?
    pass
    AI did not name jaywcjlove/awesome-swift-macos-apps — 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 jaywcjlove/awesome-swift-macos-apps in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jaywcjlove/awesome-swift-macos-apps 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 jaywcjlove/awesome-swift-macos-apps solve, and who is the primary audience?
    pass
    AI did not name jaywcjlove/awesome-swift-macos-apps — 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 jaywcjlove/awesome-swift-macos-apps. 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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  • Brand-free category queries5 vs 2 in Lite
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