RRepoGEO

REPOGEO REPORT · LITE

niedev/RTranslator

Default branch v2.00 · commit e1cd028a · scanned 6/17/2026, 2:37:05 PM

GitHub: 10,150 stars · 934 forks

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 niedev/RTranslator, 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
    Reposition README opening to clarify Android app identity

    Why:

    CURRENT
    RTranslator is an (almost) open-source, free, and offline real-time translation app for Android.
    COPY-PASTE FIX
    RTranslator is an open-source, free, and offline real-time **Android app** for seamless, private, two-way voice conversations. It enables direct, local translation on your mobile device.
  • mediumhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    Add the official app store link (e.g., Google Play Store) or a dedicated project website URL.
  • mediumtopics#3
    Enhance topics with specific conversation and voice translation terms

    Why:

    CURRENT
    android, android-app, bluetooth-le, mobile-app, nllb, offline, onnx, onnxruntime, realtime-translator, sentencepiece, transformers, translation, translator, whisper
    COPY-PASTE FIX
    android, android-app, bluetooth-le, mobile-app, nllb, offline, onnx, onnxruntime, realtime-translator, sentencepiece, transformers, translation, translator, whisper, voice-translation, two-way-translation, conversation-app

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 niedev/RTranslator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Translate.it
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Translate.it · recommended 1×
  2. OmegaT · recommended 1×
  3. Apertium · recommended 1×
  4. Google Translate · recommended 1×
  5. Microsoft Translator · recommended 1×
  • CATEGORY QUERY
    What are the best open-source offline real-time translation apps for Android?
    you: not recommended
    AI recommended (in order):
    1. Translate.it
    2. OmegaT
    3. Apertium

    AI recommended 3 alternatives but never named niedev/RTranslator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a mobile solution for real-time two-way voice translation during conversations.
    you: not recommended
    AI recommended (in order):
    1. Google Translate
    2. Microsoft Translator
    3. iTranslate Voice
    4. SayHi Translate
    5. Papago

    AI recommended 5 alternatives but never named niedev/RTranslator. 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 niedev/RTranslator?
    pass
    AI named niedev/RTranslator explicitly

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

  • If a team adopts niedev/RTranslator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named niedev/RTranslator 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 niedev/RTranslator solve, and who is the primary audience?
    pass
    AI named niedev/RTranslator 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 niedev/RTranslator. 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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HTML
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niedev/RTranslator — 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