RRepoGEO

REPOGEO REPORT · LITE

Dimillian/IceCubesApp

Default branch main · commit 0fc41d2c · scanned 5/29/2026, 9:47:01 AM

GitHub: 6,993 stars · 705 forks

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 Dimillian/IceCubesApp, 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's opening to link repo to app name

    Why:

    CURRENT
    IceCubesApp is an open-source application for accessing the decentralized social network Mastodon! It's built entirely in SwiftUI, making it fast, lightweight, and easy to use.
    COPY-PASTE FIX
    This repository hosts IceCubesApp, the open-source application for accessing the decentralized social network Mastodon! Known simply as 'Ice Cubes', it's built entirely in SwiftUI, making it fast, lightweight, and easy to use.
  • mediumabout#2
    Enhance repository description

    Why:

    CURRENT
    A SwiftUI Mastodon client
    COPY-PASTE FIX
    A feature-rich, open-source Mastodon client built with SwiftUI for iOS, iPadOS, macOS, and visionOS.
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section to README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Ice Cubes stands out from other Mastodon clients, including the official app, by offering a more advanced and native feature set specifically tailored for Apple platforms. Key differentiators include unique timeline features like Tag Groups and remote local timelines, robust streaming event support, and a dedicated multi-platform UI across iOS, iPadOS, macOS, and visionOS.

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 Dimillian/IceCubesApp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ice Cubes
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ice Cubes · recommended 2×
  2. Mona · recommended 2×
  3. Mammoth · recommended 2×
  4. Toot · recommended 1×
  5. Mastodon for iOS (Official App) · recommended 1×
  • CATEGORY QUERY
    What are good open-source Mastodon client applications developed with SwiftUI for Apple platforms?
    you: not recommended
    AI recommended (in order):
    1. Ice Cubes
    2. Mona
    3. Mammoth
    4. Toot
    5. Mastodon for iOS (Official App)

    AI recommended 5 alternatives but never named Dimillian/IceCubesApp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a native, multi-platform fediverse client for iOS and macOS with unique timeline features.
    you: not recommended
    AI recommended (in order):
    1. Ice Cubes
    2. Ivory
    3. Mona
    4. Mammoth
    5. Toot!

    AI recommended 5 alternatives but never named Dimillian/IceCubesApp. 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 Dimillian/IceCubesApp?
    pass
    AI named Dimillian/IceCubesApp explicitly

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

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

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

Embed your GEO score

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MARKDOWN (README)
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HTML
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Dimillian/IceCubesApp — 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