RRepoGEO

REPOGEO REPORT · LITE

TypeWhisper/typewhisper-mac

Default branch main · commit ecd2d60c · scanned 6/30/2026, 11:56:39 PM

GitHub: 1,541 stars · 102 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 TypeWhisper/typewhisper-mac, 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
    Reposition the README's opening paragraph to clarify primary function

    Why:

    CURRENT
    Speech-to-text and AI text processing for macOS. Transcribe audio using on-device AI models or cloud APIs (Groq, OpenAI, xAI/Grok), then transform the result with reusable workflows. Your voice data stays on your Mac with local models - or use cloud APIs for faster processing.
    COPY-PASTE FIX
    TypeWhisper is a powerful macOS application for **private, on-device speech-to-text transcription and AI text processing**. It allows you to transcribe audio using local AI models or cloud APIs (Groq, OpenAI, xAI/Grok), then transform the results with reusable workflows. Your voice data stays on your Mac with local models, ensuring full privacy.
  • mediumreadme#2
    Add a 'Key Features' section to highlight application depth

    Why:

    COPY-PASTE FIX
    ## Key Features

- **System-wide Dictation:** Seamlessly transcribe your voice across all macOS applications.
- **AI Text Processing Workflows:** Transform transcribed text with reusable, customizable workflows.
- **Full Privacy:** On-device AI models ensure your voice data never leaves your Mac.
- **Extensible Platform:** Supports community plugins, bundled integrations, and local automation APIs.
- **Comprehensive Toolset:** Includes history, dictionary, snippets, and file transcription.
  • mediumtopics#3
    Expand repository topics to include application and workflow keywords

    Why:

    CURRENT
    apple-silicon, dictation, macos, on-device, privacy, speech-to-text, swiftui, transcription, whisper, whisperkit
    COPY-PASTE FIX
    apple-silicon, dictation, macos, macos-app, on-device, privacy, productivity, speech-to-text, swiftui, transcription, whisper, whisperkit, ai-workflows

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 TypeWhisper/typewhisper-mac
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai/whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 2×
  2. MacWhisper · recommended 2×
  3. ggerganov/whisper.cpp · recommended 1×
  4. m-bain/whisperX · recommended 1×
  5. Live Captions · recommended 1×
  • CATEGORY QUERY
    How can I get private, on-device speech-to-text transcription directly on my macOS machine?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI) (openai/whisper)
    2. Whisper.cpp (ggerganov/whisper.cpp)
    3. MacWhisper
    4. WhisperX (m-bain/whisperX)
    5. Python `whisper` library (openai/whisper)
    6. Live Captions
    7. Enhanced Dictation
    8. Vosk (alphacep/vosk-api)
    9. Mozilla DeepSpeech (mozilla/DeepSpeech)

    AI recommended 9 alternatives but never named TypeWhisper/typewhisper-mac. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best macOS tools for transcribing audio files and processing text with local AI?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI)
    2. MacWhisper
    3. Whisper Desktop
    4. Ollama
    5. LM Studio
    6. Jan
    7. Transcribe
    8. Audacity
    9. transformers
    10. ctranslate2

    AI recommended 10 alternatives but never named TypeWhisper/typewhisper-mac. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 TypeWhisper/typewhisper-mac?
    pass
    AI did not name TypeWhisper/typewhisper-mac — 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 TypeWhisper/typewhisper-mac in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TypeWhisper/typewhisper-mac 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 TypeWhisper/typewhisper-mac solve, and who is the primary audience?
    pass
    AI named TypeWhisper/typewhisper-mac explicitly

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

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TypeWhisper/typewhisper-mac — 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