RRepoGEO

REPOGEO REPORT · LITE

peteonrails/voxtype

Default branch dev · commit 978c4ed2 · scanned 6/10/2026, 6:26:42 AM

GitHub: 830 stars · 56 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
35 /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
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 peteonrails/voxtype, 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 README H1/first paragraph to clarify platform, application type, and active development

    Why:

    CURRENT
    Voice-to-text for Linux. 9-11× realtime on your CPU. Local by default.
    COPY-PASTE FIX
    Voxtype: A fast, offline voice-to-text **desktop application** with push-to-talk for **Linux, especially Wayland compositors**. Get 9-11× realtime transcription on your CPU, completely local and private. **Latest version 0.7.0 (released [Date of 0.7.0 release])**.
  • mediumabout#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://voxtype.io
  • mediumtopics#3
    Add more specific topics to emphasize its desktop application nature

    Why:

    CURRENT
    accessibility, dictation, gnome, hyprland, kde, linux, offline, push-to-talk, rust, speech-recognition, speech-to-text, sway, voice-to-text, voice-typing, wayland, whisper, whisper-cpp
    COPY-PASTE FIX
    accessibility, dictation, gnome, hyprland, kde, linux, offline, push-to-talk, rust, speech-recognition, speech-to-text, sway, voice-to-text, voice-typing, wayland, whisper, whisper-cpp, desktop-application, linux-desktop

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 peteonrails/voxtype
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mozilla DeepSpeech
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mozilla DeepSpeech · recommended 2×
  2. Kaldi · recommended 2×
  3. Vosk-API · recommended 1×
  4. Coqui STT · recommended 1×
  5. Whisper (OpenAI) · recommended 1×
  • CATEGORY QUERY
    Looking for a fast, offline voice dictation tool for my Linux desktop.
    you: not recommended
    AI recommended (in order):
    1. Vosk-API
    2. Mozilla DeepSpeech
    3. Kaldi
    4. Coqui STT
    5. Whisper (OpenAI)

    AI recommended 5 alternatives but never named peteonrails/voxtype. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best privacy-focused push-to-talk speech recognition options for Wayland?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. whisper.cpp
    3. python-evdev
    4. pyudev
    5. Vosk
    6. Kaldi
    7. Mozilla DeepSpeech
    8. Speech Note
    9. Flatpak
    10. GNOME Shell extensions
    11. KDE Plasma KWin scripts
    12. PulseAudio
    13. PipeWire
    14. PyAudio
    15. sounddevice
    16. xdotool
    17. ydotool

    AI recommended 17 alternatives but never named peteonrails/voxtype. 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 peteonrails/voxtype?
    pass
    AI named peteonrails/voxtype explicitly

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

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

    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 peteonrails/voxtype. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/peteonrails/voxtype.svg)](https://repogeo.com/en/r/peteonrails/voxtype)
HTML
<a href="https://repogeo.com/en/r/peteonrails/voxtype"><img src="https://repogeo.com/badge/peteonrails/voxtype.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

peteonrails/voxtype — 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