RRepoGEO

REPOGEO REPORT · LITE

NEKOparapa/AiNiee

Default branch main · commit 3f8c6a18 · scanned 5/19/2026, 3:06:53 PM

GitHub: 5,685 stars · 356 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 NEKOparapa/AiNiee, 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

2 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 to clearly state it's a specialized desktop AI translation tool

    Why:

    CURRENT
    AiNiee 是一款专注于 AI 翻译的工具，一键自动翻译游戏、书籍、字幕、文档等复杂长文本内容。
    COPY-PASTE FIX
    AiNiee 是一款功能强大的**桌面AI翻译工具**，专注于一键自动翻译RPG SLG游戏、Epub TXT小说、PDF Word MD文档、Srt Vtt Lrc字幕等复杂长文本内容。
  • mediumhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/NEKOparapa/AiNiee

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 NEKOparapa/AiNiee
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DeepL Pro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepL Pro · recommended 2×
  2. Amazon Translate · recommended 2×
  3. Google Cloud Translation · recommended 1×
  4. Microsoft Azure Translator · recommended 1×
  5. Systran Translate Pro · recommended 1×
  • CATEGORY QUERY
    What AI tool can accurately translate long game scripts, novels, and documents with context awareness?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Cloud Translation
    3. Microsoft Azure Translator
    4. Amazon Translate
    5. Systran Translate Pro

    AI recommended 5 alternatives but never named NEKOparapa/AiNiee. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI translation solution for various game text formats and complex documents, ensuring quality.
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Cloud Translation Advanced
    3. Amazon Translate
    4. Microsoft Translator Text API
    5. Systran Translate PRO
    6. SDL Language Cloud Machine Translation

    AI recommended 6 alternatives but never named NEKOparapa/AiNiee. 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 NEKOparapa/AiNiee?
    pass
    AI did not name NEKOparapa/AiNiee — 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 NEKOparapa/AiNiee in production, what risks or prerequisites should they evaluate first?
    pass
    AI named NEKOparapa/AiNiee 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 NEKOparapa/AiNiee solve, and who is the primary audience?
    pass
    AI named NEKOparapa/AiNiee 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 NEKOparapa/AiNiee. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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NEKOparapa/AiNiee — 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