RRepoGEO

REPOGEO REPORT · LITE

Notely-Voice/NotelyVoice

Default branch main · commit cf2fc514 · scanned 6/8/2026, 5:37:21 AM

GitHub: 713 stars · 55 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 Notely-Voice/NotelyVoice, 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
  • hightopics#1
    Remove misleading 'sample' topics

    Why:

    CURRENT
    android, audio-player, compose-ios, compose-multiplatform, compose-multiplatform-sample, ios, ios-app, jetpack-compose, koin-mvvm, kotlin-coroutines, kotlin-multiplatform, kotlin-multiplatform-sample, notes-app, speech-recognition, speech-to-text, sqldelight, swift, whisper-ai, whisper-api
    COPY-PASTE FIX
    android, audio-player, compose-ios, compose-multiplatform, ios, ios-app, jetpack-compose, koin-mvvm, kotlin-coroutines, kotlin-multiplatform, notes-app, speech-recognition, speech-to-text, sqldelight, swift, whisper-ai, whisper-api
  • mediumreadme#2
    Align README's opening paragraph with the 'About' description for clarity on privacy and on-device processing

    Why:

    CURRENT
    A completely free, modern, cross-platform, 100% private AI voice transcription & note-taking application with powerful Whisper AI Voice to Text capabilities built with Compose Multiplatform.
    COPY-PASTE FIX
    NotelyVoice is a completely free, modern, cross-platform, 100% private AI voice transcription app that converts speech to text in 100+ languages. Built with Compose Multiplatform for Android & iOS using Whisper AI, it ensures no cloud uploads and all processing happens on-device for complete privacy.
  • lowcomparison#3
    Add a 'Comparison' section to differentiate from frameworks/libraries

    Why:

    COPY-PASTE FIX
    ## NotelyVoice vs. Frameworks & Libraries

NotelyVoice is a complete, user-ready application for private voice transcription, not a development framework like React Native or Flutter, nor a low-level speech recognition library like Kaldi or Vosk. It uniquely combines on-device privacy with a full-featured application experience built using Kotlin Compose Multiplatform.

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 Notely-Voice/NotelyVoice
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
React Native
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. React Native · recommended 2×
  2. Flutter · recommended 2×
  3. Kaldi · recommended 1×
  4. Vosk · recommended 1×
  5. Xamarin.Forms · recommended 1×
  • CATEGORY QUERY
    How to build a cross-platform mobile app with on-device speech-to-text for privacy?
    you: not recommended
    AI recommended (in order):
    1. React Native
    2. Kaldi
    3. Vosk
    4. Flutter
    5. Xamarin.Forms
    6. Kaldi.NET
    7. Swift
    8. Kotlin
    9. Apple Speech Framework
    10. Android SpeechRecognizer
    11. Ionic
    12. Capacitor

    AI recommended 12 alternatives but never named Notely-Voice/NotelyVoice. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework for building a private voice note app using Kotlin Multiplatform?
    you: not recommended
    AI recommended (in order):
    1. Compose Multiplatform
    2. KMP-NativeCoroutines
    3. React Native
    4. Flutter
    5. TornadoFX

    AI recommended 5 alternatives but never named Notely-Voice/NotelyVoice. 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 Notely-Voice/NotelyVoice?
    pass
    AI named Notely-Voice/NotelyVoice explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite