RRepoGEO

REPOGEO REPORT · LITE

goodroot/hyprwhspr

Default branch main · commit 606b1306 · scanned 5/10/2026, 9:32:03 AM

GitHub: 1,011 stars · 72 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 goodroot/hyprwhspr, 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 opening to highlight unique value proposition

    Why:

    CURRENT
    <p align="center">
    <b>Native speech-to-text for Linux</b> - Fast, accurate and private system-wide dictation
</p>
    COPY-PASTE FIX
    <p align="center">
    <b>hyprwhspr: Native speech-to-text for Linux</b> - The ultimate fast, accurate, and private system-wide dictation tool, specifically designed for Wayland/Hyprland environments and offering a powerful alternative to generic Whisper implementations.
</p>
  • mediumreadme#2
    Add a 'Why hyprwhspr?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., `## Why hyprwhspr?` followed by bullet points or a paragraph explaining its advantages over generic tools, such as native Linux integration, Hyprland/Wayland optimization, privacy-focused local processing, and support for diverse models (Cohere, Parakeet, Whisper, Gemini, ElevenLabs).
  • lowabout#3
    Refine the repository description to include Hyprland/Wayland specificity

    Why:

    CURRENT
    Native speech-to-text for Linux - Fast, accurate and private system-wide dictation
    COPY-PASTE FIX
    Native speech-to-text for Linux, optimized for Wayland/Hyprland. Offers fast, accurate, and private system-wide dictation with support for various local and cloud models.

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 goodroot/hyprwhspr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper · recommended 2×
  2. Vosk · recommended 2×
  3. Mozilla DeepSpeech · recommended 2×
  4. Kaldi · recommended 2×
  5. Pocketsphinx · recommended 1×
  • CATEGORY QUERY
    What are the best privacy-focused speech-to-text solutions for Linux desktop dictation?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Vosk
    3. Mozilla DeepSpeech
    4. Kaldi
    5. Pocketsphinx

    AI recommended 5 alternatives but never named goodroot/hyprwhspr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a fast, accurate, and local voice dictation tool for my Linux system.
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Vosk
    3. Mozilla DeepSpeech
    4. Kaldi
    5. Dragon NaturallySpeaking

    AI recommended 5 alternatives but never named goodroot/hyprwhspr. 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 goodroot/hyprwhspr?
    pass
    AI named goodroot/hyprwhspr explicitly

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

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

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

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goodroot/hyprwhspr — 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