RRepoGEO

REPOGEO REPORT · LITE

woheller69/whisperIME

Default branch master · commit e7bfce84 · scanned 6/8/2026, 11:27:04 PM

GitHub: 591 stars · 35 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 woheller69/whisperIME, 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 the core project description to the very top of the README

    Why:

    CURRENT
    The README currently starts with a Google policy warning, followed by a donate section, then '# Voice recognition based on Whisper'. The core description is further down.
    COPY-PASTE FIX
    Whisper is an **Android Input Method Editor (IME)** that leverages voice recognition technology based on the Whisper engine. It offers a seamless user experience, functioning both as a standalone application and an integrated IME. As a standalone app, Whisper can also translate any supported language to English. Besides providing an IME, Whisper can also be selected as system-wide voice input (RecognitionService) and it supports calls via intent (RecognizerIntent.ACTION_RECOGNIZE_SPEECH).
  • mediumhomepage#2
    Add a homepage link to the repository's About section

    Why:

    COPY-PASTE FIX
    https://f-droid.org/packages/woheller69.whisperime/ (or relevant app store/project page)
  • lowtopics#3
    Add 'ime' and 'keyboard' to the repository topics

    Why:

    CURRENT
    android, on-device-ai, privacy-protection, speech-recognition, transcription, translation, whisper
    COPY-PASTE FIX
    android, on-device-ai, privacy-protection, speech-recognition, transcription, translation, whisper, ime, keyboard

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 woheller69/whisperIME
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gboard
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gboard · recommended 1×
  2. OpenBoard · recommended 1×
  3. AnySoftKeyboard · recommended 1×
  4. Samsung Keyboard · recommended 1×
  5. Microsoft SwiftKey Keyboard · recommended 1×
  • CATEGORY QUERY
    Need an Android input method for accurate speech recognition with strong privacy features.
    you: not recommended
    AI recommended (in order):
    1. Gboard
    2. OpenBoard
    3. AnySoftKeyboard
    4. Samsung Keyboard
    5. Microsoft SwiftKey Keyboard

    AI recommended 5 alternatives but never named woheller69/whisperIME. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best on-device voice transcription and translation libraries for Android apps?
    you: not recommended
    AI recommended (in order):
    1. Google ML Kit
    2. Mozilla DeepSpeech
    3. Vosk
    4. Picovoice Rhino
    5. Picovoice Porcupine
    6. Coqui STT

    AI recommended 6 alternatives but never named woheller69/whisperIME. 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 woheller69/whisperIME?
    pass
    AI did not name woheller69/whisperIME — 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 woheller69/whisperIME in production, what risks or prerequisites should they evaluate first?
    pass
    AI named woheller69/whisperIME 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 woheller69/whisperIME solve, and who is the primary audience?
    pass
    AI named woheller69/whisperIME 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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woheller69/whisperIME — 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