RRepoGEO

REPOGEO REPORT · LITE

hehehai/voxt

Default branch main · commit 052cc415 · scanned 6/10/2026, 10:02:08 AM

GitHub: 648 stars · 49 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
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 hehehai/voxt, 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
    Explicitly state 'speech-to-text' in the README's opening

    Why:

    CURRENT
    A macOS menu bar voice input and translation app. Hold to speak, release to paste.
    COPY-PASTE FIX
    Voxt is a powerful macOS menu bar **speech-to-text** and translation app. Hold to speak, release to paste, with advanced AI transcription and app-specific rules.
  • highreadme#2
    Highlight local/offline processing as a core differentiator in README

    Why:

    COPY-PASTE FIX
    Add a sentence early in the README, for example: "Unlike cloud-based solutions, Voxt prioritizes your privacy and speed by performing all speech recognition and translation locally on your macOS device."
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line to the README, such as: "## License 
 This project is released under a custom license. Please see the [LICENSE file](LICENSE) for full details."

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 hehehai/voxt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Dragon Professional Individual for Mac
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Dragon Professional Individual for Mac · recommended 2×
  2. macOS Built-in Dictation · recommended 1×
  3. Otter.ai · recommended 1×
  4. Google Chrome's Live Caption · recommended 1×
  5. Microsoft Word Dictate · recommended 1×
  • CATEGORY QUERY
    What macOS app can I use for voice-to-text with custom rules and app-specific prompts?
    you: not recommended
    AI recommended (in order):
    1. Dragon Professional Individual for Mac

    AI recommended 1 alternative but never named hehehai/voxt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a macOS tool to instantly translate spoken words into text input across applications.
    you: not recommended
    AI recommended (in order):
    1. Dragon Professional Individual for Mac
    2. macOS Built-in Dictation
    3. Otter.ai
    4. Google Chrome's Live Caption
    5. Microsoft Word Dictate

    AI recommended 5 alternatives but never named hehehai/voxt. 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 hehehai/voxt?
    pass
    AI named hehehai/voxt explicitly

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

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

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

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hehehai/voxt — 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