RRepoGEO

REPOGEO REPORT · LITE

azooKey/azooKey-Desktop

Default branch main · commit 51a4167b · scanned 6/9/2026, 4:22:01 AM

GitHub: 931 stars · 74 forks

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 azooKey/azooKey-Desktop, 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
    Add a concise English positioning statement to the README's top

    Why:

    CURRENT
    # azooKey on macOS

azooKeyのmacOS版です。高精度なニューラルかな漢字変換エンジン「Zenzai」を導入した、オープンソースの日本語入力システムです。
    COPY-PASTE FIX
    # azooKey on macOS

azooKey-Desktop is an open-source Japanese input method for macOS, powered by the Zenzai neural kana-kanji converter and featuring optional LLM-based “Magic Conversions” for enhanced text conversion. It provides a smooth, desktop typing experience.

azooKeyのmacOS版です。高精度なニューラルかな漢字変換エンジン「Zenzai」を導入した、オープンソースの日本語入力システムです。
  • mediumtopics#2
    Add AI and LLM-related topics

    Why:

    CURRENT
    azookey, ime, input-method, inputmethodkit, macos, swift
    COPY-PASTE FIX
    azookey, ime, input-method, inputmethodkit, macos, swift, llm, ai, neural-network, kana-kanji-conversion
  • lowcomparison#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison

azooKey-Desktop stands out as an open-source Japanese Input Method Editor (IME) for macOS, uniquely integrating the high-accuracy Zenzai neural kana-kanji converter with optional LLM-based "Magic Conversions". While proprietary solutions like Google Japanese Input or Apple Japanese Input offer robust features, azooKey-Desktop provides transparency and community-driven development. Compared to other open-source IMEs such as Mozc or Fcitx5, azooKey-Desktop's focus on advanced AI features and personalization via Tuner offers a distinct advantage for users seeking cutting-edge conversion capabilities.

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 azooKey/azooKey-Desktop
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
google/mozc
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. google/mozc · recommended 1×
  2. fcitx/fcitx5 · recommended 1×
  3. anthy/anthy · recommended 1×
  4. ibus/ibus-mozc · recommended 1×
  5. SKK · recommended 1×
  • CATEGORY QUERY
    Looking for a high-accuracy open-source Japanese input method for my desktop computer.
    you: not recommended
    AI recommended (in order):
    1. Mozc (google/mozc)
    2. Fcitx5 (fcitx/fcitx5)
    3. Anthy (anthy/anthy)
    4. ibus-mozc (ibus/ibus-mozc)
    5. SKK

    AI recommended 5 alternatives but never named azooKey/azooKey-Desktop. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Japanese input systems offering AI-enhanced or LLM-powered text conversion?
    you: not recommended
    AI recommended (in order):
    1. Google Japanese Input
    2. ATOK
    3. Simeji
    4. Microsoft IME
    5. Apple Japanese Input

    AI recommended 5 alternatives but never named azooKey/azooKey-Desktop. 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 azooKey/azooKey-Desktop?
    pass
    AI did not name azooKey/azooKey-Desktop — 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 azooKey/azooKey-Desktop in production, what risks or prerequisites should they evaluate first?
    pass
    AI named azooKey/azooKey-Desktop 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 azooKey/azooKey-Desktop solve, and who is the primary audience?
    pass
    AI named azooKey/azooKey-Desktop explicitly

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

Embed your GEO score

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MARKDOWN (README)
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azooKey/azooKey-Desktop — 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