RRepoGEO

REPOGEO REPORT · LITE

neavo/LinguaGacha

Default branch main · commit 479a4580 · scanned 6/25/2026, 1:46:49 AM

GitHub: 2,109 stars · 105 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)

3 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 neavo/LinguaGacha, 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 clear English positioning statement to the top of the README

    Why:

    CURRENT
    <p align='center'>使用 AI 能力一键翻译 小说、游戏、字幕 等文本内容的次世代文本翻译器</p>
    COPY-PASTE FIX
    LinguaGacha is an AI-powered text translator designed for novels, games, and subtitles, focusing on preserving formatting and ensuring consistent terminology.

<p align='center'>使用 AI 能力一键翻译 小说、游戏、字幕 等文本内容的次世代文本翻译器</p>
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-translation, llm-translation, game-translation, novel-translation, subtitle-translation, text-translation, ai-tools, localization, machine-translation, format-preservation
  • highlicense#3
    Create a formal LICENSE file

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository that clearly formalizes the usage terms, especially the commercial restrictions and attribution requirements, as outlined in the "特别说明" section of the README. This will make the license machine-readable and unambiguous.

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 neavo/LinguaGacha
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. Trados Studio · recommended 2×
  3. MemoQ · recommended 2×
  4. Google Cloud Translation Advanced · recommended 1×
  5. Microsoft Translator Text API · recommended 1×
  • CATEGORY QUERY
    What AI tools are available for translating novels, game text, and movie subtitles quickly?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Cloud Translation Advanced
    3. Microsoft Translator Text API
    4. Amazon Translate
    5. Trados Studio
    6. MemoQ
    7. Subtitle Edit

    AI recommended 7 alternatives but never named neavo/LinguaGacha. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to translate game scripts and ebooks using AI while preserving formatting and consistent terms?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Translate
    3. Smartcat
    4. Google Cloud Translation API
    5. Trados Studio
    6. MemoQ

    AI recommended 6 alternatives but never named neavo/LinguaGacha. 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 neavo/LinguaGacha?
    pass
    AI did not name neavo/LinguaGacha — 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 neavo/LinguaGacha in production, what risks or prerequisites should they evaluate first?
    pass
    AI named neavo/LinguaGacha 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 neavo/LinguaGacha solve, and who is the primary audience?
    pass
    AI named neavo/LinguaGacha explicitly

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

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neavo/LinguaGacha — 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