RRepoGEO

REPOGEO REPORT · LITE

NEKOparapa/AiNiee

Default branch main · commit 7304ead3 · scanned 7/1/2026, 12:32:06 AM

GitHub: 5,923 stars · 361 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 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

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific, keyword-rich topics to the repository

    Why:

    COPY-PASTE FIX
    ai-translation, game-translation, novel-translation, document-translation, subtitle-translation, llm, rpg, slg, epub, pdf, machine-translation, context-aware-translation
  • highreadme#2
    Add a concise English summary at the top of the README

    Why:

    CURRENT
    The README excerpt shows language links 'English | 简体中文' followed by '## 软件介绍🧾' and the main description.
    COPY-PASTE FIX
    Add the following line immediately after the 'English | 简体中文' links:

`AiNiee is a specialized AI translation tool for complex long-form content like games, novels, documents, and subtitles.`
  • mediumreadme#3
    Add a 'Why AiNiee?' section to the README highlighting unique differentiators

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example:

```
## 为什么选择 AiNiee？

*   **专注于复杂长文本：** 区别于通用翻译工具，AiNiee 专为游戏脚本、小说、文档和字幕等长篇内容设计，确保翻译连贯性。
*   **深度游戏支持：** 兼容 Mtool, Renpy, Translator++ 等多种游戏文本导出工具，提供行业领先的游戏翻译体验。
*   **智能优化技术：** 采用思维链翻译、AI术语表和上下文关联，显著提升长文本翻译的准确性和质量。
*   **一键质量提升：** 内置一键AI润色和术语提取功能，满足对翻译质量有更高要求的用户。
*   **格式全能：** 广泛支持 Epub, TXT, PDF, Word, MD, Srt, Ass, Vtt, Lrc 等多种文件格式。
```

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. Google Cloud Translation Advanced · recommended 2×
  3. Amazon Translate · recommended 2×
  4. Smartcat · recommended 2×
  5. Microsoft Translator Text API · recommended 1×
  • CATEGORY QUERY
    What AI translation tool can handle game scripts, ebooks, and video subtitles with context?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Cloud Translation Advanced
    3. Amazon Translate
    4. Microsoft Translator Text API
    5. Smartcat
    6. Trados Studio

    AI recommended 6 alternatives but never named NEKOparapa/AiNiee. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI service to translate extensive documents, novels, and PDFs, with quality refinement options.
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Cloud Translation Advanced
    3. Amazon Translate
    4. Microsoft Translator (Azure Cognitive Services)
    5. SDL Trados Studio
    6. MemoQ
    7. Smartcat

    AI recommended 7 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 named NEKOparapa/AiNiee explicitly

    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?

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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